LiveReview

LiveReview is Hexmos's risk-aware AI code review product: it auto-approves low-risk changes and routes higher-risk PRs to humans, aiming to shrink review queues without ignoring critical paths.

Public materials claim roughly 40–50% of low-risk PRs can be auto-approved, with the rest handed to human reviewers. It is free to try and self-hostable. Product Hunt launch: 2026-11-07.

Highlights:

• Differentiator is risk tiering + auto-approve, not comments-only;
• Self-host option for teams careful about code egress;
• Intro: https://journal.hexmos.com/introducing-livereview/ ;
• Compare against comment-only AI review bots that never merge-gate.

Why it matters

Most AI reviewers only leave comments. LiveReview turns auto-approve into a product decision and can raise review throughput. Self-hosting helps compliance-sensitive orgs.

Limits

Risk-model errors can miss dangerous changes or block harmless ones — load-test with repo rules and rollback plans first. Do not confuse with unrelated "live review" streaming products.

1. Read https://journal.hexmos.com/introducing-livereview/ ;
2. Connect GitHub/GitLab per docs (or self-host);
3. Enable low-risk auto-approve on a non-critical repo first and watch false positives/negatives;
4. Expand to main-branch policy gradually and keep human overrides.