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Use cases

Remediate one static-analysis finding

Security patching|Everything this ticket has to prove is checked by machine, so it can be handed over as it is. A person still reads the pull request and decides whether to merge it.

One finding from the scanner, fixed at the cause and pinned by a test so the rule cannot start firing again.

The ticket

Fix the code behind a single static-analysis finding and add a test that fails if it comes back.

Acceptance criteria

  • The rule reports clean on the file
  • A test covers the behaviour the fix changed
  • No suppression comment is added
  • The pull request explains why the original code was flagged

What lands as proof

The scanner clean on that rule, and a test that fails against the code as it was written before.

Why teams defer it

  • The scanner reports hundreds at once. A wall of findings reads like a project rather than a ticket, and projects need planning before anybody touches them.
  • Adding a suppression comment takes a few seconds and fixing the code takes an hour. The suppression list grows accordingly.

Questions

What does the agent actually change?
The ticket is scoped to one outcome: fix the code behind a single static-analysis finding and add a test that fails if it comes back. Work that serves that outcome is in scope, and anything outside it is left for a separate ticket, so the pull request stays reviewable.
How do I know the work is done?
The pull request carries the evidence, not only the diff. Here that means the rule stops firing, plus a test that pins the fix, so a reviewer can confirm the result without reproducing the work locally.
How much oversight does this need?
None is required before the run starts. Every claim this ticket makes can be checked by machine, so the agent works straight through and a person reviews the finished pull request like any other.

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