---
title: "AKS"
description: "1 posts about AKS, summarised, each linking to the original."
---

# AKS
> 1 posts about AKS, summarised, each linking to the original.

## Articles

### [Red Hat AI Inference 3.5 MaaS governance on AKS](https://yomu.fyi/post/red-hat-ai-inference-3-5-maas-governance-on-aks.md)
- Company: [Red Hat](https://yomu.fyi/company/red-hat.md)
- Author: clobner
- Published: Oct 13, 2026
- Type: Tutorial

Red Hat AI Inference 3.5 extends its Model-as-a-Service (MaaS) governance layer to non-OpenShift Kubernetes distributions, including Azure Kubernetes Service (AKS). MaaS adds multi-tenant API governance on top of the inference platform, controlling authentication, rate limiting, and model access via Authorino and Limitador from Red Hat Connectivity Link (Kuadrant). A model is first deployed with a single LLMInferenceService YAML, creating a vLLM server and router-scheduler, but the endpoint is open. Applying a MaaSSubscription and MaaSAuthPolicy activates governance: Authorino validates API keys or JWTs, and Limitador enforces token rate limits. The post demonstrates three enforcement scenarios on an AKS cluster with a T4 GPU running Qwen3-0.6B: 401 for missing or invalid keys, 200 for authenticated requests, and 429 when rate limits are exceeded, blocking requests before they reach vLLM.