airunway-aks-setup

SKILL.md

AI Runway AKS Setup

This skill walks users from a bare Kubernetes cluster to a running AI model deployment. Follow each step in sequence unless the user provides skip-to-step N to resume from a specific phase.

Cost awareness: GPU node pools incur significant compute charges (A100-80GB can cost $3–5+/hr). Confirm the user understands cost implications before provisioning GPU resources.

Prerequisites

This skill assumes an AKS cluster already exists. If the user does not have a cluster, hand off to the azure-kubernetes skill first to provision one (with a GPU node pool unless CPU-only inference is acceptable), then return here.

Quick Reference

Property
Value

Best for
End-to-end AI Runway onboarding on AKS

CLI tools
kubectl, make, curl

MCP tools
None

Related skills
azure-kubernetes (cluster setup), azure-diagnostics (troubleshooting)