Use structured prompts and context to debug errors faster without random guessing.
Give AI enough context.
Include the exact error, expected behavior, and what changed recently.
Prioritize likely causes.
Request the top likely causes ranked by probability.
Debug systematically.
Validate one possible cause, then continue only if needed.
Because the prompt lacks context or mixes too many changes at once.