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Policy-as-Code for AI Workloads in Kubernetes: Kyverno/OPA Patterns for Model and Data Safety

subhashdasyam.com · published 23 December 2025

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https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEghnPCuSNDb3H_F8MKBp7C43hfPzZMHNtPZ7r8Af8Sp2kfzepAXTRdeqVmz3avOfbXmaaco6eXp8aejuWz3r5cfTaQxlWewl1z7IKJ2Vu9Vv8ANOMEG9AE8eqw1t8XtcHrrzZUDtYlrCxI0C5x0lsoSnl2eX8qjfaIp_7Mnz4DmRBVqyvmCvRIPSxqNVuKW/s1672/policy-as-code-ai-kubernetes-hero-2026.png

blogger.googleusercontent.com

https://kubernetes.io/docs/reference/access-authn-authz/validating-admission-policy/

kubernetes.io

https://kyverno.io/docs/policy-types/cluster-policy/verify-images/overview/

kyverno.io

https://docs.sigstore.dev/policy-controller/overview/

docs.sigstore.dev

Securing Agentic AI: Secure Architecture Patterns Part-7 Read at the source ↗

subhashdasyam.com

A Few of the Crazy Ways to Secure Secrets on Kubernetes / OpenShift Read at the source ↗

subhashdasyam.com

KV Cache Security for Long-Context LLM Inference Read at the source ↗

subhashdasyam.com

https://kyverno.io/docs/

kyverno.io

https://www.openpolicyagent.org/docs/latest/

openpolicyagent.org

https://docs.sigstore.dev/

docs.sigstore.dev

https://kubernetes.io/docs/concepts/services-networking/network-policies/

kubernetes.io