🔒 Security & Privacy

The 4-Agent AI That Tamed Bug Bounty False Positives

One dev's 47 false positives killed his bug bounty cred. His fix? A ruthless AI pipeline that amplifies smarts, not noise.

theAIcatchup Apr 10, 2026 4 min read
Schematic of 4-agent bug bounty automation pipeline with orchestrator

⚡ Key Takeaways

  • Split automation: machines do recon/testing/validation; humans judge submits. 𝕏
  • Validation agent kills false positives via diff analysis and evidence gates. 𝕏
  • 4-agent pipeline with orchestrator scales safely, zero duds in production. 𝕏
Published by

theAIcatchup

Community-driven. Code-first.

#AI agents #AI security agents #AI security workflow #ai agents security #bug bounty automation #bug bounty pipeline #false positive reduction #false positives #vulnerability scanning #vulnerability validation

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Originally reported by Dev.to

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