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We let AI review low-risk PRs without breaking SoC 2 controls

Mirage Security increased code change throughput by 146% by using AI to review low-risk pull requests while maintaining SOC 2 compliance. They classify changes as high or low risk, use Claude Opus for AI review, and conduct weekly human retrospectives. High-risk changes still require human approval. The process is codified in CI/CD for auditability.

SourceHacker News AIAuthor: rosslazer
We let AI review low-risk PRs without breaking SoC 2 controls
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Key points

  • AI review of low-risk PRs boosted throughput by 146%
  • Risk classification separates high- and low-risk changes
  • Claude Opus AI reviewer submits formal GitHub reviews
  • Weekly human retrospective audits all AI-approved merges

Highlights and analysis are generated automatically and may contain errors. Check the original source.