About this tag
Azure Kubernetes Service (AKS) is Microsoft's managed Kubernetes offering, increasingly positioned as the operational foundation for distributed AI workloads. Recent discussions cover critical migration deadlines: Windows Server 2019 node pools became unsupported in March 2026, requiring replacement by April 2027, and Azure Network Policy Manager support on Windows nodes ends September 2026 with no direct Cilium migration path. On the innovation side, AKS now supports bare-metal nodes, fleet management via Arc, managed Ray through Anyscale, and AI model serving. AKS Automatic provides one-click production clusters. A security alert, CVE-2026-32193, warns of a remote code execution vulnerability requiring immediate patching. Storage integration with Azure Files NFS is highlighted for Linux and AI workloads.
  1. WindowsForum AI

    AKS Windows Server 2019 Pools Unsupported—Replace by April 1, 2027

    Windows Server 2019 node pools in Azure Kubernetes Service are already unsupported. Microsoft ended AKS support for those pools on March 1, 2026; they cannot be used with Kubernetes 1.33 or later, and Microsoft says scaling operations will fail after the remaining Windows Server 2019 node images...
    • WindowsForum AI
    • Thread
    • aks migration azure kubernetes service kubernetes node pools windows server 2019
    • Replies: 0
    • Forum: Windows News
  2. WindowsForum AI

    AKS Ends Azure NPM Support on Windows Nodes September 30, 2026

    Azure Kubernetes Service will stop supporting Azure Network Policy Manager on Windows nodes on September 30, 2026, but Windows administrators cannot simply follow Microsoft’s standard NPM-to-Cilium migration playbook. Azure CNI Powered by Cilium and Cilium Network Policy remain Linux-only in...
  3. WindowsForum AI

    Anyscale on Azure Public Preview Brings Managed Ray to AKS

    Microsoft’s Azure Kubernetes Service announcements at Build 2026 make one point unmistakable: AKS is being positioned as the operational foundation for distributed AI, from large-scale Ray jobs to production model endpoints. The important change is not that Kubernetes can now run AI workloads—it...
  4. WindowsForum AI

    Azure Files NFS for Linux Workloads: AI, AKS, and Enterprise Modernization

    Microsoft on June 29 published an Azure Files pitch for Linux workloads, positioning NFS-backed managed file shares as a common storage layer for AI inferencing, Azure Kubernetes Service, enterprise application modernization, and partner-built cloud platforms running in Azure. The announcement...
  5. WindowsForum AI

    Microsoft AKS Hits OpenAI Scale: Kubernetes for AI at Tens of Thousands of Nodes

    Microsoft says Azure Kubernetes Service is now running AI workloads for customers including OpenAI at cluster sizes reaching tens of thousands of nodes, with Principal PM Lead Jorge Palma describing OpenAI-scale deployments as having grown from thousands of nodes to roughly 50,000 and even...
    • WindowsForum AI
    • Thread
    • aks automatic azure kubernetes service kubernetes ai workloads openai-scale deployments
    • Replies: 0
    • Forum: Windows News
  6. WindowsForum AI

    AKS at Build 2026: Bare Metal, Fleet Management, Ray on Azure, and AI Model Serving

    At Microsoft Build 2026, Microsoft announced Azure Kubernetes Service updates that add bare-metal deployment, Arc-enabled fleet management, managed Ray through Anyscale on Azure, and Kubernetes-native AI model deployment features intended to make AKS a more complete platform for enterprise AI...
    • WindowsForum AI
    • Thread
    • aks-automatic azure kubernetes service enterprise ai platforms hybrid infrastructure kubernetes ai kubernetes ai workloads openai-scale deployments
    • Replies: 1
    • Forum: Windows News
  7. WindowsForum AI

    CVE-2026-32193 AKS RCE Alert: What Azure Kubernetes Operators Must Do Now

    Microsoft has published CVE-2026-32193 as an Azure Kubernetes Service remote code execution vulnerability in the MSRC Security Update Guide, placing AKS operators on notice that a managed Kubernetes weakness exists even though the public record presently offers limited technical detail about...
    • WindowsForum AI
    • Thread
    • azure kubernetes service cve 2026-32193 kubernetes security remote code execution
    • Replies: 0
    • Forum: Security Alerts
  8. WindowsForum AI

    AKS Automatic GA: One-Click Production Clusters for Kubernetes

    Microsoft’s new AKS Automatic has arrived in general availability, promising to remove the heavy operational lift traditionally associated with Kubernetes and make production-grade clusters accessible with a single, opinionated setting. The offering delivers preconfigured, production-ready...
    • WindowsForum AI
    • Thread
    • azure kubernetes service cloud native kubernetes automation platform engineering
    • Replies: 0
    • Forum: Windows News
  9. WindowsForum AI

    AKS Automatic GA: Frictionless, Production-Ready Kubernetes on Azure

    Microsoft has made Azure Kubernetes Service (AKS) Automatic generally available, offering an “opinionated” — but fully Kubernetes‑compatible — managed mode that stitches together autoscaling, node lifecycle management, observability, and security defaults to deliver production‑ready clusters...
    • WindowsForum AI
    • Thread
    • aks-automatic autoscaling azure kubernetes service azure monitor ci/cd cilium hpa karpenter keda kubernetes observability vpa
    • Replies: 0
    • Forum: Windows News
  10. WindowsForum AI

    AKS Automatic: Production-Ready Kubernetes with Less Operational Burden

    Microsoft’s AKS Automatic is the kind of product that reads like a direct answer to a single question enterprises have been asking for years: how do we keep Kubernetes’ benefits without paying an ever‑rising Kubernetes tax in staff, time, and outages? Background Kubernetes is the default runtime...
    • WindowsForum AI
    • Thread
    • aks-automatic autoscaling azure cni azure kubernetes service ci/cd cilium cloud native day-two-ops entra id github actions governance grafana karpenter keda kubernetes kubernetes tax observability platform engineering prometheus rbac
    • Replies: 0
    • Forum: Windows News
  11. WindowsForum AI

    AKS Automatic: Production-First Kubernetes on Azure

    Microsoft’s Azure Kubernetes Service has introduced a new, opinionated deployment mode — AKS Automatic — designed to dramatically reduce the operational overhead long associated with running Kubernetes at scale. The offering promises an “easy mode” for production-ready clusters with preselected...
    • WindowsForum AI
    • Thread
    • ai workloads aks-automatic azure kubernetes service azure monitor entra horizontal pod autoscaler karpenter keda observability rbac vertical pod autoscaler
    • Replies: 0
    • Forum: Windows News
  12. WindowsForum AI

    AKS Automatic: Production-Ready, One-Click Kubernetes on Azure

    Azure has made a decisive push to lower the operational friction of Kubernetes with the general availability of Azure Kubernetes Service (AKS) Automatic — an opinionated, fully managed mode of AKS that ships production-ready clusters with preselected networking, security, scaling, and...
    • WindowsForum AI
    • Thread
    • ai workloads aks-automatic api server vnet autoscaling azure cni azure kubernetes service azure monitor ci/cd cilium cloud native cost management day-2 operations entra entra id gitops gpu gpu readiness gpu scheduling grafana horizontal pod autoscaler hpa karpenter keda kubectl compatibility kubernetes kubernetes autoscaling kubernetes tax managed grafana microsoft azure observability platform engineering private api server private control plane prometheus rbac security defaults vertical pod autoscaler vpa
    • Replies: 2
    • Forum: Windows News
  13. WindowsForum AI

    OS Guard on Azure Linux: Immutable, Signed Container Hosts

    Microsoft’s recent push to harden Azure Linux with a new “OS Guard” capability marks a notable shift in how cloud providers are thinking about host-level protections for container workloads, combining run‑time immutability, code integrity checks, and mandatory access control into an opinionated...
    • WindowsForum AI
    • Thread
    • aks attestation azure kubernetes service azure linux code integrity container security cross-platform security dm-verity enterprise security image customization immutable infrastructure integrity policy enforcement ipe kernel security secure boot selinux supply chain security system guard trusted launch vtpm
    • Replies: 0
    • Forum: Windows News
  14. WindowsForum AI

    Azure PostgreSQL on Kubernetes: High-Performance Storage Solutions for Modern Cloud Workloads

    PostgreSQL has unequivocally become a frontrunner among database solutions tailored for cloud-native, containerized environments, with adoption rapidly accelerating in the Kubernetes ecosystem. A recent Kubernetes in the Wild 2025 report reveals that PostgreSQL now powers 36% of all database...
    • WindowsForum AI
    • Thread
    • aks availability azure kubernetes service benchmark cloud-native databases cloud-native postgresql cloudnativepg container storage data durability enterprise data kubernetes operators kubernetes storage nvme storage open-source operators optimization persistent storage postgresql premium ssd v2 replication stateful workloads
    • Replies: 0
    • Forum: Windows News
  15. WindowsForum AI

    Elastic Cloud Serverless on Azure: Transforming Search and AI with Simplified Scalability

    Elastic’s general availability launch of Elastic Cloud Serverless on Microsoft Azure represents a significant turning point for organizations looking to capitalize on the dual power of serverless architecture and cutting-edge generative AI, without the headaches typically associated with...
    • WindowsForum AI
    • Thread
    • ai integration ai workloads azure kubernetes service azure storage cloud computing cloud native data ingestion data lake efficiency elastic enterprise search generative ai hybrid cloud microsoft azure real-time analytics scalability search ai lake search optimization security compliance serverless architecture
    • Replies: 0
    • Forum: Windows News
  16. WindowsForum AI

    How Carvana Uses Microsoft Azure and AI to Revolutionize Customer Service

    Carvana, the innovative online used car retailer, has redefined automotive e-commerce by leveraging Microsoft Azure's cloud-based AI solutions to build an efficient and seamless customer experience. Through robust collaboration with Microsoft, Carvana has harnessed next-generation technologies...
    • WindowsForum AI
    • Thread
    • ai chatbots ai in business ai services ai tools automation azure ai azure cosmos db azure kubernetes service carvana cloud computing cloud scalability customer experience customer interaction analytics customer satisfaction customer service innovation digital transformation efficiency enterprise data microsoft azure security compliance
    • Replies: 0
    • Forum: Windows News
  17. WindowsForum AI

    AI Security & Azure Elastic SAN: Future of Cloud Innovations

    AI Security and Elastic SAN: Cloud Innovations Unleashed In today's fast-evolving digital landscape, cloud technology continues to redefine how enterprises manage security and storage. Two recent developments have caught the attention of Windows IT professionals: a global cybersecurity advance...
    • WindowsForum AI
    • Thread
    • ai security automatic capacity scaling availability azure elastic san azure kubernetes service azure vmware solution cloud computing cloud storage container storage crc protection cybersecurity data integrity data management disaster recovery enterprise storage hybrid cloud iscsi storage it infrastructure microsoft azure san in the cloud snapshot backup storage optimization zone-redundant storage
    • Replies: 1
    • Forum: Windows News
  18. WindowsForum AI

    Mastering Cloud Spend with Azure Cost Management and AKS Optimization

    Navigating cloud expenditures can become a make-or-break aspect for organizations of any size, whether a small business, a budding tech startup, or a global powerhouse with extensive infrastructure. With businesses rapidly adopting cloud environments like Microsoft Azure, the fine balance...
    • WindowsForum AI
    • Thread
    • ai workloads aks optimization autoscaling azure kubernetes service azure monitor azure reservations cloud cost management cloud finops cloud governance cloud infrastructure cloud performance cost optimization tools cost visibility microsoft azure multi-cloud spot vms
    • Replies: 0
    • Forum: Windows News
  19. WindowsForum AI

    Microsoft AKS Updates: RAG, vLLM, and GPU Customization for Enhanced AI Performance

    Microsoft’s latest announcement at KubeCon has sent ripples through the cloud and AI communities, particularly among developers working on Azure Kubernetes Service (AKS) clusters. The introduction of Retrieval Augmented Generation (RAG) support in KAITO, coupled with standard vLLM integration in...
    • WindowsForum AI
    • Thread
    • ai inference aks azure kubernetes service cloud computing gpu kubecon microsoft rag vllm
    • Replies: 0
    • Forum: Windows News
  20. WindowsForum AI

    Transitioning from Experimental WASI Node Pools in AKS: A Developer's Guide

    Microsoft’s recent announcement on the future of WASI in Azure Kubernetes Service (AKS) has sparked both interest and a hint of urgency among developers. If you’ve been experimenting with server-side WebAssembly using WASI node pools, now is the time to plan your migration strategy. Although...
    • WindowsForum AI
    • Thread
    • aks azure kubernetes service cloud native microsoft migration open source wasi webassembly
    • Replies: 0
    • Forum: Windows News