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Magnus Hedemark
7f2842b358
Major deepening of the langchain expert skill based on source audit against official LangChain docs (docs.langchain.com, reference.langchain.com). Changes: - Added references/validation-audit.md documenting all research findings - Deepened references/agent-patterns.md from 74 to 200+ lines: create_react_agent full parameter table, @tool decorator with args_schema/parse_docstring, streaming events, multi-agent supervisor - Deepened references/lcel-reference.md from 79 to 180+ lines: RunnablePassthrough.assign(), RunnableParallel dict shorthand, RunnableLambda, RunnableConfig, .with_fallbacks(), .configurable_fields() - Deepened references/rag-strategies.md with advanced retrieval patterns - Deepened references/production-deployment.md with LangSmith Datasets/ Evaluation Runs/Prompt Hub - Added new references/callbacks.md (BaseCallbackHandler, event table, agent auditing patterns, async callbacks) - Deepened references/faq-and-troubleshooting.md with Pydantic v1/v2, streaming+tools, checkpoint serialization guidance All API surface claims verified against official documentation. v1.0.3 -> v1.1.0