tech
January 23, 2026
I Stopped Reading Code. My Code Reviews Got Better.
How 13 AI agents reviewing in parallel caught a critical bug I would have otherwise missed
TL;DR
- Manual code review, once a meticulous line-by-line process, is becoming unsustainable due to the rapid generation of code by AI.
- AI agents can review code in parallel, with specialized agents focusing on different aspects like security or performance.
- The author's system uses a 'compound engineering plugin' with slash commands to trigger AI workflows and specialized AI agents.
- Interrogating AI about its changes, assumptions, and potential breaking points provides a new way to understand code quality.
- Specialized AI reviewers, trained on specific coding preferences, can catch issues that a single human reviewer might miss.