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Verification · Feedback and evaluation · Missed bug analysis

Cause clustering

Cluster root causes to find the systematic gaps.

How to build it

  1. Gather the root-cause notes for all escaped bugs from the period.
  2. Cluster the notes by cause, such as a missing test, an unclear rule or a skipped file.
  3. Rank the clusters by count to pick the gaps to fix first.

Signals in a repository

  • A root-cause category field on each bug record.
  • A summary file that lists clusters of missed-bug causes with counts.

In practice

No scanned repository runs a tool for this check. The steps above are the only guidance.