Original explanatory diagram
LangChain and LangGraph 1.0 separated fast agent assembly from lower-level control
LangChain announced LangChain 1.0 and LangGraph 1.0 on October 22, 2025, pairing a focused agent loop and middleware with a lower-level runtime for long-running agents.
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