kubecon-llm-k8s
Slidev presentation about taming dependency chaos for LLM in Kubernetes.
Slidev presentation about taming dependency chaos for LLM in Kubernetes.
Docker ์ค์ ์ ๊ฒ. ๋ฉํฐ์คํ ์ด์ง ๋น๋, ํฌ์ค์ฒดํฌ, ๋ณด์, ์ด๋ฏธ์ง ์ต์ ํ ๊ฒํ
Railway ์ปจํ ์ด๋ ๋ฐฐํฌ ์ ๋ฌธ๊ฐ - Docker, ๋ค์ค ์๋น์ค ์ํคํ ์ฒ, ์ง์์ ๋ณผ๋ฅจ, ์๋ ํ์ฅ์ ๋ค๋ฃธ. ์ปจํ ์ด๋ํ๋ ํ์คํ ์ ํ๋ฆฌ์ผ์ด์ ๋ฐฐํฌ ์ ์ฌ์ฉ
Manages Docker build, run, troubleshoot operations including multi-stage builds, docker-compose profiles, container debugging, and image optimization
Choose the right Go CLI framework for Kubernetes-native tools. Decision matrix compares Cobra, urfave/cli, and Kong for ecosystem alignment and features.
Kubernetes Python client for programmatic cluster management. Use when working with Kubernetes API, managing pods, deployments, services, namespaces, configmaps, secrets, jobs, CRDs, EKS clusters, watching resources, automating K8s operations, or building Kubernetes controllers.
Set a key and value in the keyvalue storage. Requires authentication. Use for Agentuity cloud platform operations
kubectl-localmeshๅบๆใฎ้็จๆไฝ๏ผ่ตทๅใ/etc/hosts็ฎก็ใใตใผใในใขใฏใปในใไพๅญ้ขไฟใใงใใฏ๏ผใๆไพใใพใ
Diagnoses Kubernetes issues and provides remediation steps. Use when pods are failing, services are unreachable, or cluster health is degraded.
Creates a Velero backup for specified namespaces or entire cluster with proper configuration and validation.
Restarts WitchCityRope Docker DEVELOPMENT containers using the CORRECT procedure. Handles shutdown, rebuild with dev compose overlay, health checks, and compilation verification. Ensures environment is ready for development. SINGLE SOURCE OF TRUTH for dev container restart process. Uses -p witchcityrope-dev for isolation from test containers.
Docker containerization fundamentals. Master container lifecycle, image management, networking, volumes, resource limits, and production deployment patterns. Use when building, running, debugging containers or implementing container orchestration.
Verify Kubernetes cluster health, resource availability, and readiness before deploying applications
Generate the full production Dockerfile for the backend with multi-stage build, proper dependencies, and Hugging Face Spaces compatibility.
Production-ready Helm chart creation and review guide. Covers chart structure, ArgoCD/GitOps integration, secrets management, testing strategies, deployment patterns (blue-green, canary), monitoring, and troubleshooting. Use when creating charts, reviewing for security/quality, integrating with ArgoCD, or debugging chart issues.
Restores applications and data from Velero backups with proper configuration, validation, and verification.
ๅพ Kubernetes ้็พคๆทปๅ ๆฎ้ๆๅกใๅฝ็จๆท่ฏทๆฑ้จ็ฝฒๆฐๅบ็จใๆทปๅ ๆฐๆๅกๅฐ้็พคๆถไฝฟ็จๆญคๆ่ฝใ
Install and configure OADP operator with DataProtectionApplication for backup and restore operations on OpenShift clusters.
๋ฉํฐ ์คํ ์ด์ง ๋น๋(multi-stage builds), docker-compose ์ค์ผ์คํธ๋ ์ด์ , ์ด๋ฏธ์ง ์ต์ ํ, ๋๋ฒ๊น ๋ฐ ์ด์ ๋ชจ๋ฒ ์ฌ๋ก๋ฅผ ํฌํจํ๋ ํฌ๊ด์ ์ธ Docker ์ปจํ ์ด๋ํ ์ํฌํ๋ก์ฐ์ ๋๋ค. ์ ํ๋ฆฌ์ผ์ด์ ์ปจํ ์ด๋ํ, ๊ฐ๋ฐ ํ๊ฒฝ ๊ตฌ์ถ ๋๋ Docker ๋ฐฐํฌ ์ ์ฌ์ฉํฉ๋๋ค.
Implement idiomatic Kubernetes operations with label selectors, strategic merge patches, and proper error handling for production-grade CLI tooling.
Activate when using Hasura CLI commands in a self-hosted Docker environment, including migrations, metadata management, and console access via docker exec.