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Home/Cloud & DevOps/Three-Layer Safety for Autonomous Agents: Stopping the Infinite Loop
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Three-Layer Safety for Autonomous Agents: Stopping the Infinite Loop

I watched an autonomous agent spend three hours and 40,000 tokens trying to close a GitHub issue that had an open dependency, only to fail because it kept hallucinating a force_close flag that didn't exist in the API. It didn't just fail; it entered a perfect infinite loop: it would call the tool, g

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๐Ÿ“… Apr 30, 2026ยทโฑ 10 min readยทDev.to โ†—
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