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Same Call, Same Result: A No-Progress Detector for Agent Tool Loops

This story is from 2026-10-19. It is preserved in the archive; the latest stories are on the live feed.

An agent sat on step 7 for forty minutes. It was not hung. It was repeating. Every turn it re-ran the same search. Every turn the tool returned the same twelve lines. Then it re-planned the same fix. The trace above is illustrative. Step counts and timings are placeholders, not measurements. A diff…

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  1. 2026-10-19 08:19 · DEV Community — AI
    Same Call, Same Result: A No-Progress Detector for Agent Tool Loops

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