MEDIA PREVIEW
Jev PR Reviewer Demo. Video demonstrates Jev reviewing 6 real pull requests in sub-second response times.
Overview & Result
Evaluates incoming pull requests in ~0.5s for ~$0.00007 each, testing 6 real PRs in the demo video to flag security risks and syntax blunders without expensive LLM round-trips.
How Jev fits in the loop
- Intercept git diff patch on PR open or synchronize webhook.
- Evaluate diff chunks using Jev Score across policy, style, and risk dimensions.
- Approve safe clean diffs instantly; route questionable changes to senior engineers.
- Report status checks directly to GitHub PR timeline.
How to reproduce
- Review author video showing 6 distinct GitHub PR diffs evaluated in sequence.
- Extract git diff patches and pass risk criteria to Jev Score.
- Block PRs scoring below quality thresholds while fast-passing trivial updates.
Why this build matters
Turns slow, multi-dollar CI/CD LLM review steps into sub-cent, near-instant pre-merge hygiene checks.
Limitations
- Author reported benchmark figures; not independently validated by JevForAgents.
- Cannot generate creative refactoring suggestions or complex logic rewrites.
- High-risk changes still need comprehensive human peer review.