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Use cases

Fix a failing test

Give an agent a reproducible failure and verify the repair through CI.

Use this flow when a test fails consistently and the repository provides the commands needed to reproduce it.

Add the failing command, relevant error output, expected behavior and any files that must not change. Remove secrets and unrelated log data.

Start the task on a line that can inspect the repository, change code and open a pull request. Let CI run the same test in the repository environment.

Confirm that the original test passes, nearby tests remain green and the change fixes the cause instead of weakening the assertion. Route a new CI failure back with its exact output.