CrewAI models agents as a crew with roles and tasks. How it compares with LangGraph and AutoGen, and when multi-agent patterns actually pay off.
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LangGraph: State Graphs for More Robust Agents
LangGraph models LLM agents as explicit state graphs. When it beats LangChain’s traditional loop and how to structure flows that don’t collapse in production.
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