Kyverno: Policy as Code for Automated Compliance Checks
TL;DR Kyverno is a Kubernetes-native policy engine that allows you to define security and …

In 2026, compliance is no longer a “paper tiger.” With regulations like the Cyber Resilience Act or certifications such as ISO 27001 and TISAX, IT leaders face a daunting task: proving that security policies not only exist but are enforced seamlessly and continuously in their Kubernetes clusters.
Those relying on manual checks will fall behind. The solution is Policy-as-Code (PaC). This involves encoding organizational policies into machine-readable code, which is directly checked by the cluster gatekeeper (Admission Controller). The principle: “No deployment without a compliance check.”
To implement Policy-as-Code in Kubernetes, two frameworks have emerged as market leaders. Both act as gatekeepers for the K8s API, but follow different philosophies.
The Open Policy Agent (OPA) is a CNCF veteran designed as a universal engine. It can check policies not only for Kubernetes but also for Terraform, HTTP APIs, or Linux servers.
Kyverno was specifically developed for Kubernetes administrators. Its promise: “Security without a new programming language.”
| Criterion | OPA Gatekeeper | Kyverno |
|---|---|---|
| Language | Rego (requires learning) | YAML (K8s standard) |
| Learning Curve | Steep | Flat |
| Focus | Cross-platform | Purely Kubernetes |
| Features | Validation | Validation, Mutation, Generation |
| Governance | Global Standard | K8s-focused & Pragmatic |
Imagine an audit. The auditor asks: “How do you ensure no containers run with root privileges?”
disallow-privileged-containers policy. Since it runs in Enforce mode, it’s technically impossible to deploy an insecure configuration. Compliance shifts from “desired state” to “actual state”—fully automated and verifiable at any time.The choice between Kyverno and OPA Gatekeeper depends on your strategy.
Regardless of your choice: Policy-as-Code frees your platform teams from the role of “security police” and makes compliance a scalable part of your software supply chain.
Do policies destroy the Developer Experience (DevEx)? Quite the opposite. Good policies provide developers with immediate feedback during kubectl apply on why a deployment was rejected. This is far more efficient than a security audit weeks later.
Can PaC also save costs? Yes! Policies can enforce, for example, that every pod must define resource limits (requests & limits) or that expensive load balancers can only be created in certain namespaces.
What is “Audit Mode”? Both tools allow policies to run in the background initially. They don’t block anything but report violations in a report. This is ideal for gradually securing existing clusters without disrupting operations.
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