SafeOps

• DevOps Is Applied Mathematics: 5 Mental Models for Reliable Infrastructure March 3, 2026

  Constraints, invariants, determinism, entropy, and feedback loops — the mathematical mental models that separate reliable Kubernetes infrastructure from fragile systems.

• SafeOps: A Guardrails-First Approach to Kubernetes and DevOps March 3, 2026

  Modern DevOps optimizes for speed. SafeOps optimizes for survivability. A guardrails-first philosophy for Kubernetes, alert fatigue, and AI-assisted SRE.