kubernetes
Kubernetes deployment best practices including resource management, security, and observability.
Kubernetes deployment best practices including resource management, security, and observability.
JupyterLab ML/AI development environment management via Podman Quadlet. Supports multi-instance deployment, GPU acceleration (NVIDIA/AMD/Intel), token authentication, and per-instance configuration. Use when users need to configure, start, stop, or manage JupyterLab containers for ML development.
Expert guide for building production-ready Kubernetes operators using Go, controller-runtime, and Kubebuilder. Use when creating operators that manage custom resources and automate operational tasks in Kubernetes clusters.
Kubernetes operations, testing, and validation. Use when working with Kubernetes clusters for deploying resources, verifying deployments, testing operators/CRDs, debugging pods, monitoring workloads, or performing end-to-end testing and validation of K8s applications.
AWS CLI reference for Vessel staging environment (account 643610656178, ca-central-1). Use when troubleshooting staging infrastructure, checking logs, monitoring RDS/EC2/ECS, investigating slow queries, or debugging application errors. Covers CloudWatch Logs, RDS, EC2, ALB, Lambda, ECS, S3, SNS/SQS, Secrets Manager, WAF.
Deploy and manage ArgoCD using the App-of-Apps pattern. Covers bootstrap Applications, ApplicationSets, and GitOps workflows. Use when setting up or troubleshooting ArgoCD deployments.
Guide for working with DevSpace, a Kubernetes development tool that automates building, deploying, and developing applications. Use when users need to create or modify devspace.yaml configuration files, build and deploy images to Kubernetes, manage multi-environment deployments with profiles, upload files to pods, or troubleshoot DevSpace workflows. Includes patterns for CI/CD integration, image tagging strategies, and secret management.
Expert in managing Kubernetes clusters using kubectl-ai and kagent. Use this for generating Helm charts, troubleshooting pods, and automating cluster operations.
Operate the templating system for onboarding new Crossplane resource types with automated metric configuration and alert rule generation. Trigger with /template-generate
EKS cluster patterns and best practices for Terraform. Provides cluster, node group, add-on, and IRSA scaffolds. Use when developing EKS infrastructure.
Provision production-ready AWS EKS clusters with Terraform. Covers cluster configuration, managed node groups, Fargate profiles, IRSA, EKS add-ons (CoreDNS, kube-proxy, VPC CNI, EBS CSI), VPC integration, and security best practices. Use when provisioning EKS, setting up Kubernetes on AWS, configuring node groups, implementing IRSA, or managing EKS infrastructure as code.
Deploy ARC (Actions Runner Controller) infrastructure using Terraform on Rackspace Spot. Handles CRD registration, ArgoCD installation, and namespace management. Use when deploying or troubleshooting ARC infrastructure.
EKS troubleshooting and debugging guide covering pod failures, cluster issues, networking problems, and performance diagnostics. Use when diagnosing cluster issues, debugging pod failures (CrashLoopBackOff, Pending, OOMKilled), resolving networking problems, investigating performance issues, troubleshooting IAM/IRSA permissions, fixing image pull errors, or analyzing EKS cluster health.
Troubleshoots infrastructure and application configuration items in Mission Control by diagnosing health issues, analyzing recent changes, and investigating resource relationships. Use when users ask about unhealthy or failing resources, mention specific config items by name or ID, inquire about Kubernetes pods/deployments/services, AWS EC2 instances/volumes, Azure VMs, or other infrastructure components. Also use when investigating why a resource is down, stopped, degraded, or showing errors, or when analyzing what changed that caused an issue.
AWS Controllers for Kubernetes (ACK) for Kubernetes-native AWS resource management. Use when managing AWS resources via kubectl, implementing GitOps for infrastructure, creating self-service developer platforms, integrating AWS services with EKS workloads, or adopting existing AWS resources into Kubernetes.
Configure OADP for AWS with S3 storage, EBS snapshots, IAM policies, and support for standard clusters and ROSA (Red Hat OpenShift Service on AWS).
Provides step-by-step instructions for accessing the Rackspace Spot Kubernetes cluster to debug ARC runners using spotctl. Covers installation, authentication via GCP Secret Manager, kubeconfig retrieval, and common debugging commands. Activates on "spotctl", "cluster access", "rackspace debug", "kubeconfig", or "spot cluster".
Kubernetes cluster installation via Kubespray. Always use Kubespray for cluster provisioning. Includes core addons (Cilium, Gateway API, cert-manager, LoadBalancer). Multi-cloud support.
Secure GKE networking with VPC-native IP allocation, zero-trust network policies, Private Service Connect endpoints, and Cloud Armor DDoS protection layers.
Comprehensive guide for working with HashiCorp Terraform Stacks. Use when creating, modifying, or validating Terraform Stack configurations (.tfcomponent.hcl, .tfdeploy.hcl files), working with stack components and deployments from local modules, public registry, or private registry sources, managing multi-region or multi-environment infrastructure, or troubleshooting Terraform Stacks syntax and structure.
AWS Boto3 SDK patterns for Amazon EKS cluster management, node groups, authentication tokens, and Kubernetes client integration. Use when working with EKS clusters, managing node groups, generating kubeconfig, creating authentication tokens, integrating Kubernetes Python client, managing Fargate profiles, or implementing IRSA authentication.
Private GKE cluster setup, Workload Identity, and Shielded Nodes with Binary Authorization using Terraform.