Prompt Engineering Lab
Use AI to Draft Tests, Then Challenge the Tests
Prompt AI for boundary and invalid-input tests, then check whether the tests would catch a real defect.
By Liam · 2026-09-15
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software testing Articles
Original ideas, practical lessons, and community writing about software testing.
Prompt Engineering Lab
A Better Code Review Prompt Uses a Diff and a Risk Checklist
Focus an AI code review on the changed lines, user-visible risk, and reproducible defects instead of generic style advice.
By Liam · 2026-09-15
Prompt Engineering Lab
Debugging With AI: Reproduce the Bug Before Requesting a Fix
Learn a safer debugging prompt: provide expected and actual behavior, isolate the smallest reproduction, and verify the proposed fix.
By Liam · 2026-09-15
Prompt Engineering Lab
Turn “Help Me Code” Into a Prompt You Can Test
A practical prompt-engineering example for coding: define the function, behavior, edge cases, and tests before asking AI to write code.
By Liam · 2026-09-15