Part 3: Debug, Recovery & The "Circuit Breaker"

Price: $9.99

The Recovery Plan: What to do when the tests fail, the build breaks, or the model starts producing "plausible garbage."

• The Repro Card Protocol: A 5-point template to paste before every bug fix to ensure the AI understands the failure, not just the symptom.

• The 2-Fix Circuit Breaker: Avoid "AI thrashing." If the fix fails twice, use the Reset Prompt to move back to hypothesis instead of more broken code.

• Bisecting Reality: Systematically isolate whether a bug is code-based, environment-based, or data-based.

Outcome: A professional debug discipline that treats AI output as evidence, not magic.