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GitHub Blog
6/11/2026
Making secret scanning more trustworthy: Reducing false positives at scale

Making secret scanning more trustworthy: Reducing false positives at scale

Short summary

GitHub improved secret scanning using context-aware LLM reasoning to reduce false positives in alerts. The enhancement makes security alerts more trustworthy and actionable for developers by filtering noise from detection pipelines.

  • GitHub added context-aware LLM reasoning to secret scanning
  • Reduces false positives and improves alert trustworthiness
  • Makes alerts more actionable at scale

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