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Coding

Prompts for software engineering.

Pin down legacy code with characterization tests before changing it

Builds a safety net around untested legacy code: dependency audit, minimal seams, behavior-pinning tests, and a go/no-go checklist.

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Run a differential diagnosis on an intermittent bug

For bugs that will not reproduce: candidate failure mechanisms, an instrumentation plan, and falsifiable predictions for the next occurrence.

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