Review code that an AI wrote
Checks correctness rather than whether it runs, starting with what AI-written code routinely omits.
| Category | Development › Vibe coding |
|---|---|
| Tags | ReviewingCodeDeveloper |
Review this AI-written code. Check in this order — ordered by what AI-generated code most often gets wrong: 1. Does it do what I asked, or something adjacent that also runs? 2. Error handling — what happens on failure, and whether failures are swallowed. 3. Boundaries — empty input, one item, very large input, concurrent calls, unexpected types. 4. Security — input handling, secrets, permissions, anything accepting external data. 5. Resource handling — connections, files, and memory that are opened and not closed. 6. Silently wrong results — the worst category, where it returns a plausible value rather than an error. 7. Only then, style and structure. For each finding: what breaks, under what input, and the smallest fix. Rules: - *Working is not the same as correct.* Assume it runs on the happy path; that is not evidence. - Quote the exact lines. - Where the code relies on something outside what I gave you, say what you cannot verify. - Separate real defects from preferences, and put preferences last.
After pasting, fill in the fields at the bottom (Code · What it should do · Where it runs)
What this prompt does
AI code runs, which is why review gets skipped. This checks error handling, boundaries, and security first — the things routinely missing.
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