Upcoming DeepAgents/LangGraph manual unpacks how agent state flows to model calls

ghumare64 · x · 2026-11-14

ghumare64 teases an upcoming manual covering DeepAgents, LangChain, LangGraph and LangSmith, sharing a key DeepAgents mechanic: every model request consists of the agent's system prompt plus the messages from the state, and only the model's reply is written back into the state.

A one-line explainer of LangGraph agent message flow, useful for developers working on agent state management.

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