Get resource usage metrics for nodes and pods. Uses Kubernetes metrics server to retrieve CPU and memory usage. Use for capacity planning or investigating resource issues. Keywords: resource usage, CPU, memory, metrics, capacity.
Create a new keyvalue namespace. Requires authentication. Use for Agentuity cloud platform operations
Deploys new containerized services to the Superbloom K3s cluster using Flux GitOps with bjw-s app-template, Authelia forward auth, Caddy reverse proxy, and DDNS
Restart a pod stuck in CrashLoopBackOff. Use when pod has crashed 3+ times and a restart might resolve transient issues. Keywords: crashloop, restart, pod failure, container crash, pod stuck, pod crashing.
Learn Dockerfile fundamentals and best practices for building production-ready container images
Service mesh implementation with Istio, Linkerd for traffic management
Check Kubernetes cluster health and status. Use when checking nodes, pods, deployments, or overall cluster health.
Diagnose network connectivity issues for pods. Checks DNS resolution, service connectivity, and network policies. Use when pods cannot communicate with other services. Keywords: network issue, DNS, connectivity, service unreachable, network policy, CNI.
Diagnose and troubleshoot Podman container issues. Use when the user says "container crashing", "podman logs", "debug container", "container not starting", "exec into container", or asks why a container is failing.
Handle a pod stuck in ImagePullBackOff state. First investigates the image pull error, then restarts to retry. Keywords: imagepull, image pull backoff, ErrImagePull, registry, container image, pull failed.
Docker Swarm orchestration, cluster management, and production deployments
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Deploy and operate AI workloads on Kubernetes with GPU scheduling, model serving, and MLOps patterns
Multi-cluster Kubernetes management, federation, and hybrid deployments
Debug Kubernetes pods, services, and cluster issues. Use when the user says "pod not starting", "CrashLoopBackOff", "service not reachable", "kubectl debug", "pod stuck pending", or asks about Kubernetes problems.
Add a new environment variable to the application. Use when adding configuration for external services, feature flags, or application settings. Triggers on "add env", "environment variable", "config variable".
ไธบ Cloudflare Operator ๅผๅๆฐ็ Kubernetes CRDใ้็จไบๅๅปบๆฐ CRD ็ฑปๅใๅฎ็ฐๆงๅถๅจๆๆทปๅ Cloudflare API ้ๆใ่งฆๅ่ฏ๏ผ"ๆทปๅ CRD"ใ"ๆฐ่ตๆบ"ใ"ๅฎ็ฐๆงๅถๅจ"ใ
Investigate DNSConfigForming warnings on pods. Analyzes DNS policy configuration, host network settings, and nameserver limits. Use when pods show DNSConfigForming events or DNS-related warnings. Keywords: DNS, DNSConfigForming, nameserver limit, resolv.conf, dnsPolicy, hostNetwork.
List all keyvalue namespaces. Requires authentication. Use for Agentuity cloud platform operations
Private registry setup, image management, and multi-registry operations
๋ฐฐํฌ ์ํ ์ค์๊ฐ ๋ชจ๋ํฐ๋ง ๋ฐ Health Check. GitHub Actions ์ํฌํ๋ก์ฐ ์งํ ์ํฉ, K8s Pod ์ํ, Health Check ๊ฒฐ๊ณผ ํ์ธ. "๋ฐฐํฌ ์ํ", "๋ฐฐํฌ ํ์ธ", "์ ์ ๋์" ์์ฒญ ์ ์ฌ์ฉ.
Comprehensive DevOps and deployment workflow that orchestrates infrastructure automation, CI/CD pipelines, container orchestration, and cloud deployment. Handles everything from infrastructure as code and pipeline setup to monitoring, scaling, and disaster recovery.
