systematic-debugginglisted

# Systematic Debugging ## Loop 1. Reproduce the failure with the smallest exact command. 2. Capture expected vs actual behavior. 3. Form one hypothesis at a time. 4. Add instrumentation or a focused test to falsify it. 5. Apply the smallest fix, then rerun the failing command and the relevant regression suite. Never batch unrelated fixes in one debugging loop.