https://secpros.ml/blog/ DevOps, Kubernetes, CI/CD security, AI infrastructure, and cloud-native operations articles from Secpros. en-us Wed, 20 May 2026 00:00:00 GMT https://secpros.ml/blog/container-image-security-supply-chain-kubernetes/ https://secpros.ml/blog/container-image-security-supply-chain-kubernetes/ A practical guide to securing the Kubernetes container image supply chain: scan images for vulnerabilities, sign with Cosign, enforce admission policies with Kyverno, and verify provenance from build to runtime. Wed, 20 May 2026 00:00:00 GMT https://secpros.ml/blog/kubernetes-secrets-management-beyond-base64/ https://secpros.ml/blog/kubernetes-secrets-management-beyond-base64/ Kubernetes Secrets need encryption, strict RBAC, rotation, and external secret stores before they are safe for production clusters. Sun, 17 May 2026 00:00:00 GMT https://secpros.ml/blog/kubernetes-runtime-security-ebpf-falco/ https://secpros.ml/blog/kubernetes-runtime-security-ebpf-falco/ Admission and network policies are not enough. Falco adds runtime detection for suspicious shells, file access, and process activity in Kubernetes. Sun, 10 May 2026 00:00:00 GMT https://secpros.ml/blog/kubernetes-gitops-admission-provenance/ https://secpros.ml/blog/kubernetes-gitops-admission-provenance/ GitOps needs cluster-side trust checks. Admission control, signed images, and provenance can stop risky manifests before production. Sun, 03 May 2026 00:00:00 GMT https://secpros.ml/blog/kubernetes-llm-security-gap-cncfs-warning/ https://secpros.ml/blog/kubernetes-llm-security-gap-cncfs-warning/ Kubernetes can isolate LLM infrastructure, but prompt injection, retrieval leakage, and tool misuse require application-layer AI security controls. Sun, 26 Apr 2026 00:00:00 GMT https://secpros.ml/blog/securing-production-debugging-kubernetes/ https://secpros.ml/blog/securing-production-debugging-kubernetes/ Production debugging should not require permanent cluster-admin. Safer workflows use scoped RBAC, temporary elevation, and audit trails. Sun, 19 Apr 2026 00:00:00 GMT https://secpros.ml/blog/kubernetes-ai-operating-system/ https://secpros.ml/blog/kubernetes-ai-operating-system/ CNCF data shows Kubernetes becoming the operating layer for AI infrastructure. See the impact on MLOps, GitOps, security, and platform teams. Sun, 12 Apr 2026 00:00:00 GMT https://secpros.ml/blog/cncf-kubernetes-ai-conformance-kubecon-2026/ https://secpros.ml/blog/cncf-kubernetes-ai-conformance-kubecon-2026/ CNCF Kubernetes AI conformance is moving beyond API compatibility toward practical rules for scheduling, inference, and agentic workloads. Sun, 05 Apr 2026 00:00:00 GMT https://secpros.ml/blog/kubernetes-ai-infrastructure-2026/ https://secpros.ml/blog/kubernetes-ai-infrastructure-2026/ CNCF data shows why Kubernetes is becoming the AI platform layer for GPUs, model serving, GitOps, observability, and storage. Fri, 03 Apr 2026 00:00:00 GMT https://secpros.ml/blog/aiops-kubernetes-monitoring/ https://secpros.ml/blog/aiops-kubernetes-monitoring/ Use AIOps with Kubernetes monitoring without black boxes: Prometheus signals, SLO alerts, event correlation, practical incident workflow, and sources. Sun, 15 Mar 2026 00:00:00 GMT https://secpros.ml/blog/github-copilot-terraform/ https://secpros.ml/blog/github-copilot-terraform/ Use GitHub Copilot to move faster with Terraform without skipping IaC review, validation, policy checks, and security ownership. Tue, 10 Mar 2026 00:00:00 GMT https://secpros.ml/blog/llms-cicd-security/ https://secpros.ml/blog/llms-cicd-security/ A practical CI/CD security workflow for AI-assisted code: threat model LLM changes, scan secrets, enforce policy, and verify provenance. Thu, 05 Mar 2026 00:00:00 GMT