Blog

Notes on cybersecurity, DevSecOps, and shipping secure software.

• Describe your app, not your scanners

  July 10, 2026 · Wilson Santos

  Security tooling breaks down at scale because teams wire up scanners instead of describing software. A declarative descriptor flips the model — and fixes the noise, the toil, and the cost.

  devsecopsappsecsarif