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Use cases

Set a performance budget for one route and make the pipeline enforce it

Performance and cost|The work pauses for the plan, and the review bar is raised so that smaller suggestions also block the merge, not only serious findings.

A budget the pipeline enforces, so the next regression fails a check instead of arriving in a support ticket.

The ticket

Set a performance budget for one route and enforce it in the pipeline.

Acceptance criteria

  • The budget is a stated number with a rationale
  • A deliberately seeded regression fails the check
  • The measurement is stable enough not to fail at random
  • Raising the budget is a reviewable change, not a silent one

What lands as proof

A seeded regression failing the check, plus repeated measurements showing it does not flap.

Why teams defer it

  • Choosing the number needs somebody to commit to it publicly, and nobody wants to own a threshold that will page them.
  • A flaky performance check gets disabled within two weeks, so the measurement has to be stable first.
  • It edits pipeline files, which stops the run for a human to approve.

Questions

What does the agent actually change?
The ticket is scoped to one outcome: set a performance budget for one route and enforce it in the pipeline. 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 budget fails on a deliberately seeded regression, so a reviewer can confirm the result without reproducing the work locally.
How much oversight does this need?
The run stops for the plan, and the review bar is raised afterwards so that smaller suggestions block the merge too, not only serious findings.

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