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techMEDIUM2026-05-11 05:42 UTC

LangChain vs LangGraph: Why AI Agents Need Stateful Orchestration

Most AI agents look impressive in demos. Then they hit production and break. APIs timeout. Memory disappears. Tool calls fail. Long workflows lose context halfway through execution. A chatbot that looked “smart” in a YouTube video suddenly becomes unreliable the moment real-world complexity enters t

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