Stop Reviewing AI-Generated Code Like a Human Wrote It
AI coding tools produce code differently than humans. Your review process should adapt. Here are the patterns I look for when reviewing AI-generated code.
Code Better
with AI.
Practical AI coding techniques — tools, workflows, and patterns that actually ship. Straight to your inbox.
Written by Benoit Tremblay — Staff Software Engineer, former CTO,
15+ years building software at scale.
What you'll learn
AI Coding Tools
Workflows and setups that actually ship production code
Context Engineering
Patterns for feeding AI the right context from real codebases
Code Review
Strategies for reviewing and trusting AI-generated code
Team Adoption
Playbooks for rolling out AI tools across engineering orgs