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How to Debug Coding Agent Runs: Classify the Failure Before You Fix It

This story is from 2026-10-27. It is preserved in the archive; the latest stories are on the live feed.

When an AI coding agent claims a task is done, the first thing you notice is a confident-sounding summary. The agent says it fixed the failing test, updated the documentation, and pushed the branch. Then you look at the diff: the test was never rerun, the docs repeat what already existed, and the b…

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  1. 2026-10-27 02:07 · DEV Community — AI
    How to Debug Coding Agent Runs: Classify the Failure Before You Fix It

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