What problem does it solve? Deploying and managing Kubernetes workloads requires deep knowledge of YAML manifests, RBAC, NetworkPolicies, Helm charts, and troubleshooting commands, and mistakes like missing resource limits or hardcoded secrets create security and reliability risks. ## Core Features & Use Cases - Manifest Generation: Produces declarative YAML for Deployments, StatefulSets, Services, Ingress, RBAC, and NetworkPolicies with resource limits, probes, and security contexts built in. - Troubleshooting & Validation: Guides kubectl-based debugging of pod crashes, image pull errors, and rollouts, including rollback procedures. - Specialized Domains: Covers Helm chart authoring, GitOps with ArgoCD/Flux, custom operators and CRDs, service mesh, cost optimization with VPA/HPA and spot instances, and multi-cluster management. - Use Case: Ask for a production-ready Deployment for a web app and receive complete YAML with least-privilege RBAC, default-deny NetworkPolicy, health probes, and validation commands. ## Quick Start Ask the assistant to create a production-ready Kubernetes Deployment manifest for your application with resource limits, probes, RBAC, and a NetworkPolicy.