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Unpromoted Tool Logs Cannot Close a Debug Loop

This story is from 2026-09-23. It is preserved in the archive; the latest stories are on the live feed.

An agent debug session that starts in stdout is already looking at a side channel. The unit that can be compared, retried, and blamed is a closed span with events. A tool log line that never promotes into that span is not extra context. It is a failed observation. Most coding agents still print wha…

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  1. 2026-09-23 17:37 · DEV Community — AI
    Unpromoted Tool Logs Cannot Close a Debug Loop

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