What we look at
Patterns & structure
Choices that work today but quietly fight you as the codebase grows — caught before they set.
Security & data handling
Secrets, injection risks and sloppy trust boundaries flagged before they ship, not after.
Type safety & correctness
The gaps a fast-moving agent leaves behind — caught by someone who reads the diff, not just the tests.
Performance
Queries, renders and loops that will hurt at scale — flagged while they're still cheap to fix.
Dependency hygiene
What got added, why, and whether it belongs — before it becomes debt no one remembers agreeing to.
Agent-specific blind spots
The habits AI agents repeat across a session — copy-pasted patterns, needless abstractions, confident wrong turns.
How it works
We plug into your repo
Read access to your repository and a shared channel — set up in a day, no process to change.
One hour, every day
Every commit and PR from the last 24 hours reviewed, with notes written for you to act on immediately.
Feedback your agent can use
Findings written to paste straight into your AI coding agent — so the fix lands in the next prompt, not the next sprint.