Artificial Intelligence
Multi-agent systems: LangGraph vs CrewAI vs Autogen in 2026
Three frameworks, three mental models. When to use each and why — with a real orchestration case.
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Three frameworks, three mental models. When to use each and why — with a real orchestration case.
CrewAI models agents as a team, each with an explicit role and a set of tasks to carry out. How it compares with LangGraph and AutoGen, what the multi-agent pattern really costs to run, and when the extra coordination is worth paying for.