How it works
It's pretty simple actually

learn
Learns and maintains rules.
Tuned to avoid slop you don't care about with a >80% resolution rate. You can see and edit rules.


enforce
Enforces rules during code review.
We know how annoying switching between different tools is - we won't do that to you. Add and adjust rules by talking to the bot.

integrate
Accelerates agentic coding.
Make agents 10x more effective by giving them the right rules with our MCP server. Works with any coding tool, including background agents, and aligns everyone on one standard.

measure
Measure and improve the rules.
Know if the tool isn't working, and do something about it. Figure out (nicely) if someone isn't following the rules.
Why us
... and not some other stranger
Us

Rules are tuned for high accuracy and can be adjusted any time
Rules are added and kept up to date automatically
Integrates everywhere - your IDE, Github PRs, Background Agents
Avoids slop and only does what you tell it to
Them

Black box with no way of knowing why it did what it did and no access to rules to fix it
Adding and keeping rules up to date is manual and time consuming
Runs only in one place
Slop is hard to avoid and can't be tuned for accuracy
How it helps
Your workflow
Stop AI slop
You fight so hard and lose sleep, only for some dud named Claude to come in and mess it all up. No more. Put up guardrails against bad code.
Keep standards alive
Maintainable and readable code helps you ship fast. Sometimes you slip up. It's not your fault - you're human. Have someone that always keeps you accountable.
>80% resolution rate
No useless barrage of 20+ comments that waste your time. We tune and pick up patterns that matter.
Save 100 hours/year per engineer
That's $10,000+ a year. Spend more time doing the fun and important stuff, and less time repeating yourself.
Ramp up engineers faster
Spend your time on meaningful mentorship instead of picking out every detail.
10x your AI investment
AI tools are only good with the right context that stays up to date. We do that.
Prevent downtime
Be the last engineer to step on that legacy booby trap. Make sure no one else steps on it.
Refactor and improve standards
Introduce new standards and improve existing ones. Rescue existing codebases from slop or bad practices.
Private and secure by design
Zero data retention. Zero AI training. SOC 2 is in progress.