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Why AI Agent Frameworks Keep Breaking in Production: LangGraph, CrewAI, and the Orchestration Reality

AI agent frameworks demo well and break in production. Three structural failure modes, a comparison of LangGraph, CrewAI, AutoGen, and what to use instead.

28 May 2026 12 min read

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