Chapter 21 · Capstone LangChain Track

QA Copilot: from one LLM call to a fleet of agents.

End project: a QA Copilot: three LangChain production agents (Bug Triage, Test Designer, RCA) sharing a RAG knowledge base and real JIRA, Jenkins, and GitHub tools, unified behind one router and one Streamlit UI with graceful fallbacks. Press Play to climb the ramp.

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