When: you have a bug report and want the fix to be provable · Input: {{bug_report}} (what happens vs what should happen) · Output: a failing test that reproduces the bug, the minimal fix that turns it green, the test run, follow-ups noticed but not changed · keywords: bug fix, regression test, TDD, reproduce