Launched this week
LiveReview
Free, Risk-Aware Code Review: Auto Approve Low-Risk Changes
431 followers
Free, Risk-Aware Code Review: Auto Approve Low-Risk Changes
431 followers
Most AI review tools flag issues. LiveReview promises production results: fewer incidents, fewer rollbacks, less senior reviewer load. Every PR is risk-scored. The lowest-risk 30-50% are safely auto-approved; the risky ones go straight to the engineers who should see them. The approach is inspired by Meta's highly successful internal AI review system, where production incidents fell 50x and rollbacks 3x. LLM + incident-trained ML + code-graph analysis. Free and self-hostable.
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Framer AI AgentsDesign and publish professional sites with AI
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Auto approving the lowest risk third and sending everything else to the right engineer is the version of this that would survive a real Monday, since another tool that flags fifty things a day just trains us to ignore it.
@karimbenkeroum Perfectly captured, Kareem. It's due to the increase in number of PR and also size of each PR, attention is at a premium. Attention must be guarded and directed at the most important parts that deserve it.