AI Engineering

AI engineering toolchain crystals: agent frameworks, RAG pipelines, vector databases, prompt engineering, agent sandboxes, MCP protocol, and memory layers. Covers 11 major open-source projects (langchain, llama-index, mem0, chroma, dspy, instructor, crewai, autogen, browser-use, mcp, e2b) with upstream commit-locked evidence and anti-pattern constraints.