Production-grade multi-agent QA pipeline built with LangGraph that autonomously generates, executes, self-heals, and evaluates API test suites from PR diffs and OpenAPI specs. Features LLM-as-Judge coverage scoring, ChromaDB test memory, 5-type self-healing, and human-in-the-loop checkpoints.
python devops test-automation ci-cd pytest multi-agent openai api-testing test-generation autonomous-agents ai-agents qa-automation playwright langchain chromadb langgraph llm-as-judge gpt-4o self-healing-tests coverage-evaluation
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Updated
Apr 2, 2026 - Python