Posts

All the articles I've posted.

• Shifting Left: Smarter not Harder

  Updated: 11 Jul, 2026

  Shift-left security is failing. It overloads developers with noisy scanners while missing the new runtime risks of AI. We need to shift-smart by replacing noisy clutter with high-signal guardrails, automated paved roads, and continuous runtime governance.