AI Container Security Specialist
An AI Container Security Specialist safeguards the integrity, confidentiality, and availability of AI workloads running in contain…
Skill Guide
Kubernetes Security Policies & RBAC is the practice of defining and enforcing granular, identity-based access controls and workload constraints across a Kubernetes cluster to protect infrastructure and data.
Scenario
You have a multi-team cluster. The 'dev' namespace is for developers who need to list and view pods and logs, but cannot create or delete anything. The 'monitoring' namespace runs Prometheus, which needs read access to the 'dev' namespace.
Scenario
Your platform mandates that all pods in the 'production' namespace must run as non-root, drop all capabilities, and be immutable (no exec). You need to enforce this automatically.
Scenario
Architect a zero-trust environment for a financial services application where microservices must have explicit network egress rules, all deployments require a security scan approval, and RBAC is dynamically scoped by team ownership labels.
Use `kubectl auth can-i` for direct permission auditing and troubleshooting. OPA/Gatekeeper is for complex, Rego-based policy-as-code across the stack. Kyverno is a Kubernetes-native policy engine using YAML, ideal for teams deep in the K8s ecosystem. PSA is the built-in enforcement mechanism for pod security standards.
PoLP is the core design principle for RBAC. Defense in Depth mandates layering RBAC, Network Policies, and Pod Security. Shift-Left means embedding policy checks (like Kyverno CLI in CI) before deployment to production clusters.
Answer Strategy
The interviewer is testing your ability to navigate organizational friction and drive secure adoption. A strong response frames it as a partnership: 'I collaborated with the platform team to implement Kyverno policies in 'warn' mode for two weeks, creating visibility into impact without blocking work. I then used the audit logs to create self-service templates for developers to request compliant exceptions, turning a gatekeeper into an enabler. This reduced security tickets by 60% while maintaining compliance.'
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