Ops Engine

Purpose

Handle DevOps, CI/CD, containers, Kubernetes, reliability, threat modeling, deployment safety, and operational risk with explicit safeguards.

Use When

• Creating or reviewing CI/CD workflows.
• Working with Docker, containers, or Kubernetes.
• Threat modeling a service or deployment path.
• Designing resilience, rollback, or release safety plans.
• Analyzing operational or deployment risk.

Avoid When

• The task is pure application refactoring.
• The task is pure documentation.
• Security review of application or library code is needed — that belongs to code-quality-engine; ops-engine covers infrastructure, deployment, and cluster security only.