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A systematically organized, continuously updated open-source tutorial covering AI agent development with LangChain, LangGraph, Coze, Dify, and MCP. Includes conceptual foundations, executable source code, hands-on projects (NL2SQL commerce agent, multi-agent research system), interview prep, and enterprise deployment patterns—designed to align with AI application engineer job requirements.