#Debugging

4 prompts

• Customer Support

  Bug report triage from customer messages

  Turn vague customer descriptions into a structured bug report with severity, reproduction steps, likely area and missing information.

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• Coding

  Diagnose a failing CI pipeline

  Find why a build or pipeline fails in CI but not locally, and get the exact change to fix it.

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• Coding

  Find the cause of a flaky test or intermittent bug

  Systematically narrow down why a test or bug only fails sometimes, with experiments to prove the cause.

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• Coding

  Diagnose a bug from a stack trace

  Turn an error message and stack trace into ranked root-cause hypotheses, quick checks to confirm each, and a fix.

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