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Set up AI Runway on an AKS cluster v1.0.0

Use this resource to set up AI Runway on an AKS cluster and deploy a first AI model

New

  • 482 downloads
  • 133 likes
  • 199 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-model-serving-aks-setup

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent verifies the cluster, installs the controller, assesses GPUs, configures the provider and runs the first deployment, one step at a time. It flags GPU node pool costs before anything is provisioned. You get a model answering on your cluster and a summary.

Mostly picked by

Updated November 2, 2026

Card for the “Set up AI Runway on an AKS cluster” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: setup steps, from verification to summary
  • references/: GPU profiles, model sizing, troubleshooting and PowerShell notes

Good fit for

  • You want to serve an open-source LLM on a GPU-enabled AKS cluster
  • You already have a cluster and want a guided method

Not for

    Tags

    • aks
    • gpu
    • model
    • inference
    • kubernetes

    About

    You say

    “Set up AI Runway on my AKS cluster and deploy a 7-billion-parameter model.”

    Card for the “Set up AI Runway on an AKS cluster” skill

    Skill published by microsoft under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to set up AI Runway on an AKS cluster and deploy a first AI model
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/gpu-profiles.md2.5 KB
    • references/model-sizing.md1.9 KB
    • references/optional-gpu-day2.md1.1 KB
    • references/powershell-notes.md3.3 KB
    • references/steps/step-1-verify.md2 KB
    • references/steps/step-2-controller.md1.1 KB
    • references/steps/step-3-gpu.md0.8 KB
    • references/steps/step-4-provider.md2.1 KB
    • references/steps/step-5-deploy.md3.7 KB
    • references/steps/step-6-summary.md1.8 KB
    • references/troubleshooting.md1.6 KB
    • SKILL.md4.5 KB

    Origin and licence

    Listed unmodified

    Author
    microsoft
    Source
    github.com/microsoft/azure-skills/tree/e484244aad82d80bd640d44b2bea92b03bddf559/skills/airunway-aks-setup
    Licence
    MIT

    Notice

    « airunway-aks-setup » (microsoft, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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