trellis-break-loop

A post-mortem spec is generated by analyzing the fixed bug across five dimensions: categorizing root causes, identifying failure modes, defining prevention mechanisms, capturing knowledge, and outputting a spec artifact for issue trackers.

Preventing recurring bugs requires identifying root causes and codifying safeguards into specs. This involves categorizing the root cause, planning prevention mechanisms like process tweaks and guardrails, and generating a formal spec artifact for future audits.

Root-cause analysis for post-fix documentation works by examining the bug after resolution to surface underlying causes and failure modes, then translating those insights into an executable spec artifact with prevention mechanisms to break the fix-for-forget-repeat cycle.

Yes, you can apply this framework during post-incident reviews to align teams on corrective actions, categorize root causes, define prevention mechanisms, and capture learnings into a formal spec-like artifact for documentation and audits.

A structured post-fix bug analysis includes root cause categorization, failure mode identification, prevention mechanisms like documentation and guardrails, knowledge capture, and an executable spec artifact suitable for integrating with issue trackers.

You need a post-fix analysis immediately after shipping a bug fix or during a post-incident review to extract the root cause, plan preventive steps, and generate a reusable spec to prevent the same failure mode from recurring.