Awesome Reviewers

Verification · Feedback and evaluation

Production error investigation

Investigates production errors from observability data, finds the responsible code and proposes a fix with a regression test.

Sub-techniques

  • Error-to-code mapping V1064.001

    Map a stack trace or log pattern to the commit and lines responsible.

  • Automated fix proposal V1064.002

    Open a change with the fix and a test that reproduces the error.

How to build it

  1. Connect the agent to logs, traces and the repository read-only.
  2. Require a reproduction before any fix.
  3. Route fixes through the same review as human changes.

Signals in a repository

  • Observability integrations and incident runbooks in the repository.