Systematic Debugging

Reproduce the issue reliably. Define expected versus observed behavior. Generate ranked hypotheses. Collect targeted evidence for each hypothesis. Narrow to root cause before patching. Implement minimal fix and verify with regression checks. Document cause, fix, and prevention ideas.