Bug Fixing with AI: Calm Steps to Find and Fix

Bugs happen. With a simple method, AI can help you find the cause faster and propose a safe fix.

A calm method

1. Describe the bug in one sentence (what you see, what you expected).
2. Share the smallest code and inputs that reproduce it.
3. Ask: “List 3 likely causes and 3 quick checks.”
4. Try one check, report the result, repeat.

Helpful prompts

• “Explain the error message like I’m a teammate. What does it mean in this file?”
• “Suggest a minimal change that fixes this and why.”
• “What tests should I add to avoid this in future?”

Keep control

• Change one thing at a time
• Keep diffs small and reversible
• Add a test that fails first, then passes

Common pitfalls

• Sharing too much context at once
• Accepting big refactors during a fix
• Skipping the repro step

Takeaways

• Clear reproduction is power
• AI gives options; you choose the safe path
• Always leave a test behind