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From Noise to Notes: Orchestrating SAST with Developers... (Adrián Puente Z.)

Talkat BSidesSF 2026 · on Saturday, 2026-03-21· [security, ai-assisted-development]
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slides:none on file

Walkthrough shows how a SAST rollout uses Snyk Pro and Semgrep to cut 5,000 noisy findings to ~800, prioritize by business risk and scan 40% of repos that cover 95% of real risk. It embeds checks in PRs, Slack and Jira, adds rule memories, and builds a GPT companion plus AI-driven Vibe Security Patching that generates focused fixes (laser prompts, cloned code, PRs). Outcome: remediation time drops from 130→17 days and 78 high-severity issues become 3 PRs in a week, so the approach demonstrably works.

AI-written summary · about

  1. 0:00Introduction and speaker intro
  2. 1:02The SAS promise vs reality
  3. 3:08From noise to notes journey
  4. 4:32Choosing the right SAS tool
  5. 6:20Overwhelming findings problem
  6. 7:22Turning noise into signal
  7. 9:26Prioritizing by business risk
  8. 10:29Orchestrating with developers
  9. 12:58Measuring adoption and success
  10. 15:05AI-driven remediation approach
  11. 18:37Vibe security patching results
  12. 20:50Transformation with AI and empathy
  13. 21:32Key takeaways for Monday
  14. 24:42Next steps for SAS programs
  15. 26:50Q&A session
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