DevOps Blog Archive

Admission and network policies are not enough. Falco adds runtime detection for suspicious shells, file access, and process activity in Kubernetes.

GitOps needs cluster-side trust checks. Admission control, signed images, and provenance can stop risky manifests before production.

Kubernetes can isolate LLM infrastructure, but prompt injection, retrieval leakage, and tool misuse require application-layer AI security controls.

Production debugging should not require permanent cluster-admin. Safer workflows use scoped RBAC, temporary elevation, and audit trails.

CNCF data shows Kubernetes becoming the operating layer for AI infrastructure. See the impact on MLOps, GitOps, security, and platform teams.