god-devops-kubernetes

To prevent invalid configurations, apply anti-hallucination rules using kubectl explain and kubectl api-resources to verify Kubernetes API schemas before deployment. This ensures accurate API usage and safe configurations by referencing official changelogs.

Helm chart templating across environments requires following chart authoring best practices, robust testing workflows, and safe upgrade procedures. This ensures reliable multi-environment deployments across on-prem and cloud infrastructure without template rendering failures.

Configuring Kubernetes RBAC least privilege involves defining Role and ClusterRole bindings with minimal permissions. This Skill guides RBAC configuration alongside Pod Security Standards and network policies to ensure robust cluster security and resilience.

Kubernetes troubleshooting lacks reproducibility without a structured debugging methodology and observability patterns. This Skill provides explicit verification steps to isolate issues across control plane and data plane components for reliable cluster debugging.

This Kubernetes workflow supports multi-cluster GitOps scenarios across on-prem and cloud environments. It orchestrates end-to-end workflows including cluster design, network policies, and Helm deployments for distributed infrastructure management.

Topology spread and Pod Disruption Budgets are needed for Kubernetes resilience when distributing workloads across failure domains and maintaining quorum during disruptions. This Skill applies these alongside network policies and RBAC to guarantee robust cluster resilience.