LiveReview is built to deliver production results, not just flag issues. It aims to reduce incidents and rollbacks and take load off senior reviewers. Every pull request gets a risk score. The lowest-risk 30% to 50% are safely auto-approved, while risky changes go straight to the engineers who need to see them. The approach is inspired by Meta's highly successful internal AI review system, which reportedly cut production incidents by 50x and rollbacks by 3x. It combines LLMs, ML trained on incident data, and code-graph analysis. It is free and self-hostable.
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Product Info
Launched November 13, 2026