Can an AI Agent Reliably Review Production Code?
**Where an AI reviewer may help**
- Checking project conventions
- Finding missing tests
- Spotting common security issues
- Identifying duplicated logic
- Explaining complex changes
**Where caution is required**
The model may miss subtle bugs or produce large numbers of low-value comments. A human reviewer remains accountable for important changes.
**The practical benchmark**
Run the agent on previously reviewed changes containing known issues. Measure recall, false positives, and whether developers save time.
**Community question**
**Would you allow an AI agent to approve code, or should it remain a first-pass reviewer that only recommends changes?**
*This is independent WhatAI editorial coverage. Samin Yasar has not endorsed or sponsored this post.*