trellis-break-loop

Root cause analysis after a bug fix requires systematically evaluating failure points to identify why the issue occurred. This process categorizes bugs into types like missing specs or test gaps, then implements prevention strategies to stop recurrence.

Bugs reappear when fixes address symptoms rather than root causes. A rigorous post-mortem analysis identifies the underlying failure points, such as cross-layer contract failures, and codifies architectural and process-level improvements into project specification guides.

The best way to prevent recurring defects is enforcing a systematic post-mortem workflow that updates documentation and improves architecture. Capturing debugging insights into specification guides ensures permanent prevention mechanisms are established for that bug class.

Updating specification guides after debugging involves codifying insights from the post-mortem into actionable prevention mechanisms. This mandatory process ensures architectural improvements and test coverage gaps are documented to maintain long-term software quality.

Post-mortem bug analysis effectively handles cross-layer contract failures by systematically evaluating these specific failure points. It categorizes the bug type and forces actionable updates to architecture and project specifications to prevent similar contract breaches.