Tag: security

All the articles with the tag "security".

• When the best AI security reviewer refuses to review security

  Published: 11 Jun, 2026

  • 4 min read

  I tried using Claude Fable 5 for a defensive security review of our SaaS application. Even with safe framing, it refused and fell back to Opus 4.8.

• Reorganizing a password manager with AI without exposing secrets

  Published: 16 Feb, 2026

  • 2 min read

  I used AI for semantic classification of password manager metadata, while keeping secrets out of the model and rehydrating deterministically by ID.