Jev Code Reviewer Tackles Agent-Generated PRs by Sorting Changes into P0, P1, P2
Jev Based Code Review
Jev is a local CLI and Chrome extension that reviews behavior, not just diffs. It classifies each change from an agent's PR into P0, P1, or P2, showing only P0 by default. Diffs are explained in natural language, with the original code one toggle away. It runs on your machine, sends code to TypeSafe and OpenAI for analysis, and posts nothing to GitHub. Coverage is capped at 12 change units by default.
Most PRs that are generated by agents today get YOLO merged because its hard for human mind to comprehend when your agent just suddenly shows up with 230 file changes.
- gatapia2
I don't understand Jev. Its a generic classifier right? Like the classifiers we were building 15 years ago with random forrests and logistic regressions, but just generic. What's so revolutionary? And how can the accuracy be any better than a custom trained classifier that can be built in a day (an hour using Claude).
I don't understand the hype.
- lm2s
I think your engineering process is fundamentally broken if you are generating PRs with 230 files changed so regularly that you need to bolt on more AI.
You’re solving the wrong problem.
- gdorsi
It would be actually nice to build a simple classifier that marks noise from PRs (stuff like formatting changes for example)
For the rest, I wouldn't trust an AI to pick what's important.
We can already do AI reviews, and while helpful, we know we can't trust them too much
- docheinestages
Jev has good use cases that require speed. But speed is not all. Tasks like code review need quality, which costs time. If you just want speed, you might as well go with a non-reasoning model like Haiku.
- bvrmn
Yey! Let's speedup project downfall to crap abyss even more!
You either care about project and do reviews. Or yolo vibe code. This middle ground has little sense.