How to review AI generated code

Build trust through reproducible checks based on requirements and edge cases.

Understand data and access first

Trace input origins, transformations, and readers of results. Check server-side authorization instead of relying on hidden interface buttons.

Create minimal failure cases

Test normal, empty, oversized, and unauthorized inputs. Save reproduction steps after an error, then request a minimal fix.

Review the change

Compare the diff, dependencies, configuration, and error handling. Run relevant tests and check for credentials before committing.

Updated: 2026-10-10 · Verify these methods against actual projects.