posted an update

Production Lens — Build Week Update

Started building Production Lens yesterday for OpenAI Build Week.

It’s a developer tool that scans AI-agent repositories for evidence-backed security, reliability, and governance risks, using five production- readiness principles:

  • Accountability & review
  • Tests & evidence
  • Limit the blast radius
  • Audit & rollback
  • Separate sensitive capabilities

Current progress includes:

  • Deterministic repository findings
  • Python support
  • Sanitized demo ZIPs
  • Remediation previews with downloadable patches
  • Verified rescan workflow

More visual polish and testing coming next.

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