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How I Triaged 8,400 Production Errors Into 11 Real Bugs With Claude Code

This story is from 2026-08-27. It is preserved in the archive; the latest stories are on the live feed.

TL;DR My error tracker had 8,400 events a week across ~340 distinct issues, and nobody on the team actually triaged them. I built a small pipeline that feeds structured error data plus repo context into Claude Code and forces it to return a verdict per issue — and it surfaced 11 genuine bugs that h…

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  1. 2026-08-27 14:32 · DEV Community — AI
    How I Triaged 8,400 Production Errors Into 11 Real Bugs With Claude Code

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