Detecting insecure pods on Azure Kubernetes Service is not the same as preventing them. Here is how Azure Policy and OPA Gatekeeper move enforcement to admission time, so a misconfigured workload never reaches the cluster.
Defender for Cloud is excellent at telling you what is misconfigured. A finding is not a fix. Here is how I turn cloud security posture management on Azure from a dashboard of alerts into enforcement that blocks and remediates, using Azure Policy deny effects and admission-time control on AKS.
Most Cloud Security Posture Management tools detect misconfigurations and stop there. Detection without enforcement leaves the exposure in place. Here is what changes when policy-as-code blocks and remediates at admission time.
In cloud-native and AI-driven systems, compliance can no longer be a periodic activity. It has to be continuously demonstrated. Here is the architecture for engineering that trust.