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The crash that wasn't: debugging CI with AI

Summary

A developer spent hours debugging a CI smoke test that falsely reported a crash. Using AI and a custom crash-capture toolkit, they discovered the process exited normally but the test misinterpreted a signal.

SourceHacker News AIAuthor: sagevoid
The crash that wasn't: debugging CI with AI
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A CI smoke test told me Kinjo had crashed. Kinjo had actually exited successfully.

That distinction took a few hours, several AI sessions, a handful of discarded hypotheses, and a small crash-capture toolkit to uncover.

I was updating dependencies in Kinjo, my side project for browsing local DNS-SD and mDNS services from a terminal UI. Its CI suite includes a smoke test that starts Kinjo inside tmux, sends it some keystrokes, and checks that it quits cleanly. Intermittently, the test instead reported:

drive-tui: pane exited via a signal (no exit code)

Key points and analysis

Article intelligence

EngineersIntermediate

Key points

  • CI smoke test incorrectly reported a crash.
  • Debugging involved multiple AI sessions and hypotheses.
  • Root cause: test misinterpreted exit signal.
  • A crash-capture toolkit was developed.

Highlights and analysis are generated automatically and may contain errors. Check the original source.