Auto-approve up to 50% of your pull requests, safely.

LiveReview Agent is risk-aware AI code review. It scores every pull request for risk, so safe changes can ship without a human and your team only spends review time on risky and critical ones.

The risk score blends:

• Semantic LLM analysis
• A custom ML model trained on your production risk signals
• Static, graph-based analysis of your codebase

Inspired by Meta's RADAR paper.

What it does on your repositories

• Scores every PR and ranks what is riskiest inside the diff, so reviewers look at the right lines first
• Posts review comments with the findings on the pull request
• Auto-approves the lowest-risk changes under a policy you choose: conservative, balanced or aggressive. Risky or uncertain changes always go to a human
• Replies in the thread when you mention @livereview-agent

Permissions

• Pull requests (read & write): read the diff, post review comments, and approve low-risk PRs
• Contents (read): read the code around a change for context
• Issues (read & write): reply to comments on PRs, which GitHub treats as issue comments
• Metadata (read): required by GitHub for every app
• Email addresses (read): sign you in to LiveReview with your GitHub account

You choose which repositories the app can access and can change or remove that at any time in your GitHub settings. No webhooks or tokens to set up.

https://hexmos.com/livereview