secure-deployment

What problem does it solve?

Secure AI/ML deployments are vulnerable to misconfigurations, insecure pipelines, and governance gaps. This Skill provides automated pre-deployment checks, secure deployment configurations, runtime protection, and controlled rollout to minimize risk and ensure compliance.

Core Features & Use Cases

• Pre-deployment checks: vulnerability scanning, secret management, bias and adversarial evaluation, and model signing to ensure a safe baseline.
• Deployment configuration: container security settings (non-root user, read-only filesystem), network policies, encryption, and integrity controls.
• Runtime protection & rollout: continuous monitoring, canary deployments, rollback triggers, and auditable governance across stages.

Quick Start

Install or load the Skill, integrate its security checks into your CI/CD pipeline, and run the deployment checklist against your current model and environment.