infra-ops

Infrastructure specialist for Kubernetes, Terraform, Helm, Kustomize, GitHub Actions, and cloud operations. Analyzes and proposes changes for K8s deployments, CI/CD pipelines, IaC, and cloud CLI tasks.

Validate and deploy Kubernetes, Terraform, Helm, Kustomize, GitHub Actions, and Docker configs. Use when user says "deploy", "deploy to staging", "apply changes", "terraform apply", "helm upgrade", "kubectl apply", "rollout", "deploy check", "validate deployment", "validate infrastructure", or wants to verify or apply infrastructure changes.

Infrastructure patterns for Kubernetes, Terraform, Helm, Kustomize, and GitHub Actions. Use when making K8s architectural decisions, choosing between Helm vs Kustomize, structuring Terraform modules, writing CI/CD workflows, or applying security best practices.

Cloud CLI patterns for GCP and AWS. Use when running bq queries, gcloud commands, aws commands, or making decisions about cloud services. Covers BigQuery cost optimization and operational best practices.