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Stop AI Agent Runaway Loops: Building Crash-Resilient, Resumable State Machines in Python

If you have deployed autonomous AI agents with LangChain, CrewAI, or AutoGen into production, you have likely encountered this catastrophic failure mode: The agent gets stuck in a recursive tool call or error-correction loop. In under 15 minutes, it fires 350+ API requests and burns $60 to $120 in…

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  1. 2026-11-03 23:19 · DEV Community — AI
    Stop AI Agent Runaway Loops: Building Crash-Resilient, Resumable State Machines in Python

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