kubernetes

Kubernetes local development expertise covering Kind cluster management, Helm chart authoring, Docker optimization, NATS messaging, advanced debugging, SIL/HIL testing strategies, and CI/CD integration with GitHub Actions, ArgoCD, and Spinnaker. Use when working with K8s, Helm charts, Kind clusters, container orchestration, simulation infrastructure, software-in-the-loop testing, hardware-in-the-loop testing, end-to-end testing, hierarchical E2E testing, continuous integration, continuous deployment, GitOps, canary deployments, or when user mentions Kubernetes, kubectl, Helm, Kind, NATS, SIL, HIL, GitHub Actions, ArgoCD, Spinnaker, CI/CD pipelines, multi-container systems, robotics testing, warehouse automation, or local dev workflows.