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site_name: AI-First Development Guidelines
site_description: Comprehensive guidelines for teams adopting AI-first development practices
site_url: https://solaris007.github.io/ai-first-guidelines/
repo_name: solaris007/ai-first-guidelines
repo_url: https://github.com/solaris007/ai-first-guidelines
theme:
name: material
features:
- navigation.tabs
- navigation.sections
- navigation.expand
- navigation.top
- search.suggest
- search.highlight
- content.code.copy
palette:
- scheme: default
primary: red
accent: red
toggle:
icon: material/brightness-7
name: Switch to dark mode
- scheme: slate
primary: red
accent: red
toggle:
icon: material/brightness-4
name: Switch to light mode
plugins:
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markdown_extensions:
- admonition
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- pymdownx.superfences
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anchor_linenums: true
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alternate_style: true
- tables
- toc:
permalink: true
nav:
- Home: index.md
- What's New: LATEST.md
- Foundations:
- Philosophy: 01-foundations/philosophy.md
- Harness Engineering: 01-foundations/harness-engineering.md
- Substrate Model: 01-foundations/substrate-model.md
- Workspace Setup: 01-foundations/workspace-setup.md
- Tools Checklist: 01-foundations/tools-checklist.md
- Agent DX Vision: 01-foundations/agent-dx-vision.md
- Skill Distribution: 01-foundations/skill-distribution.md
- Blackboard Mental Models: 01-foundations/blackboard-mental-models.md
- Agentic Memory Review: 01-foundations/agentic-memory-review.md
- Development Lifecycle:
- Overview: 02-lifecycle/overview.md
- 1. Design & Spec: 02-lifecycle/01-design-spec.md
- 2. Planning: 02-lifecycle/02-planning.md
- 3. Implementation: 02-lifecycle/03-implementation.md
- 4. Validation: 02-lifecycle/04-validation.md
- 5. Closure: 02-lifecycle/05-closure.md
- Multi-Session Patterns: 02-lifecycle/multi-session-patterns.md
- 6. Configuration Evolution: 02-lifecycle/06-config-evolution.md
- Evaluation-Driven Development:
- Overview: 02-lifecycle/eval-driven-development.md
- Implementation Plan: 02-lifecycle/edd-implementation-plan.md
- Quick Start: 02-lifecycle/evaluation-quickstart.md
- Evaluation Guide: 02-lifecycle/evaluation-guide.md
- Prompt Optimization: 02-lifecycle/prompt-optimization.md
- Tool Replay: 02-lifecycle/tool-replay.md
- Dual Tracing: 02-lifecycle/dual-tracing.md
- Unified Optimization Flow: 02-lifecycle/unified-optimization-flow.md
- Optimization Process Diagram: 02-lifecycle/optimization-process-diagram.md
- LLM-Powered Evals: 02-lifecycle/llm-powered-evals.md
- LLM-Powered Evals Requirements: 02-lifecycle/llm-powered-evals-requirements.md
- Self-Improving Agents: 02-lifecycle/self-improving-agents.md
- Dataset Persistence Proposal: 02-lifecycle/dataset-persistence-proposal.md
- Evals Dashboard Architecture: 02-lifecycle/evals-dashboard-architecture.md
- LangSmith Evaluation Fixes: 02-lifecycle/langsmith-evaluation-fixes.md
- Shadow Mode Migration: 02-lifecycle/shadow-mode-migration.md
- Templates:
- Spec Proposal: 03-templates/spec-proposal.md
- Migration Plan: 03-templates/migration.md
- Decision Record: 03-templates/decision-record.md
- Component Contract: 03-templates/contract.md
- Pull Request Template: 03-templates/pull-request-template.md
- TODO.md: 03-templates/TODO.md
- Configuration:
- Overview: 04-configuration/README.md
- AI Tools:
- Claude Code: 04-configuration/ai-tools/claude-code.md
- Tool Permissions: 04-configuration/ai-tools/permissions.md
- Cursor: 04-configuration/ai-tools/cursor.md
- Copilot: 04-configuration/ai-tools/copilot.md
- Codex: 04-configuration/ai-tools/codex.md
- Gemini CLI: 04-configuration/ai-tools/gemini-cli.md
- Plugins:
- Overview: 04-configuration/plugins/README.md
- Superpowers: 04-configuration/plugins/superpowers.md
- Adobe Skills: 04-configuration/plugins/adobe-skills.md
- MCP:
- Overview: 04-configuration/mcp/overview.md
- Servers: 04-configuration/mcp/servers.md
- Workflows: 04-configuration/mcp/workflows.md
- Skills:
- Ecosystem Overview: 04-configuration/skills/overview.md
- Auto-Improve Agent: 04-configuration/skills/auto-improve-agent.md
- ACI Design: 04-configuration/aci-design.md
- Cross-Tool Setup: 04-configuration/cross-tool-setup.md
- Environment & Secrets: 04-configuration/env-secrets.md
- Guardrails:
- MUST Rules: 05-guardrails/must-rules.md
- SHOULD Rules: 05-guardrails/should-rules.md
- Mechanical Enforcement: 05-guardrails/mechanical-enforcement.md
- Anti-Patterns: 05-guardrails/anti-patterns.md
- AI Task Boundaries: 05-guardrails/ai-task-boundaries.md
- Vibecoding Best Practices: 05-guardrails/vibecoding-best-practices.md
- Repo Consolidation Decision: 05-guardrails/repo-consolidation-decision.md
- Examples:
- Workspace CLAUDE.md: examples/workspace-claude-md.md
- Project CLAUDE.md: examples/project-claude-md.md
- Adoption:
- Onboarding Guide: 06-adoption/onboarding-guide.md
- AI Readiness Checklist: 06-adoption/ai-readiness-checklist.md
- Leadership:
- AI-First Leadership: 07-leadership/ai-first-leadership.md
- For Junior Engineers: 07-leadership/junior-engineers.md
- For Experienced Engineers: 07-leadership/experienced-engineers-guide.md
- AI-Native Phase 1: 07-leadership/ai-native-engineering-phase1.md
- For Domain Experts: 07-leadership/domain-experts.md
- AI-Native Leveling (IC): 07-leadership/ai-native-leveling-ic.md
- AI-Native Leveling (Manager): 07-leadership/ai-native-leveling-manager.md
- AI-Native Leveling (Domain Expert): 07-leadership/ai-native-leveling-domain-expert.md
- Presentations:
- Overview: presentations/README.md
- Intro: presentations/intro.md
- Getting Started: presentations/getting-started.md
- Blackboard Overview: presentations/blackboard-overview.md
- SMC Components: presentations/smc-components.md
- Evals:
- Overview: presentations/evals/README.md
- Evaluation Presentation: presentations/evals/evaluation-presentation.md
- Handout: presentations/evals/handout.md
- Speaker Notes: presentations/evals/speaker-notes.md