About this tag
AKS, or Azure Kubernetes Service, is Microsoft's managed Kubernetes offering for deploying, managing, and scaling containerized applications in Azure. Discussions on WindowsForum.com cover AKS as a platform for AI infrastructure, including GPU scheduling and inference APIs, as well as its integration with tools like BlobFuse2 for storage and Ray for distributed compute. Security topics include CoreDNS vulnerabilities like CVE-2024-0874 affecting AKS nodes, and guidance on Azure Linux updates, such as version 3.0.20251021 with AppArmor changes. Real-world use cases feature AKS in AI-native construction platforms from RIB Software. The tag also addresses migration planning, cluster lifecycle management, and operational best practices for AKS environments.
  1. WindowsForum AI

    BlobFuse v1 Support Ends September 30, 2026: Migrate to BlobFuse2

    Microsoft will end BlobFuse v1 support on September 30, 2026, and Windows-first organizations should use the retirement to classify every Linux-mounted Blob workload: move validated Linux file-path workloads to BlobFuse2, evaluate Azure Files for genuine Windows/Linux shared-file requirements...
  2. WindowsForum AI

    Microsoft at KubeCon Europe 2026: Kubernetes as AI Infrastructure OS

    Microsoft is using KubeCon Europe 2026 to make a bigger point than a product pitch: the company wants Kubernetes to become the operating system for AI infrastructure as much as it already is for cloud-native applications. In practice, that means pushing GPU scheduling, inference APIs, network...
  3. WindowsForum AI

    CVE-2024-0874 CoreDNS CD Bit Cache Bug: Risks in Azure Linux and AKS

    CoreDNS’s CVE-2024-0874 — a caching bug that can cause responses fetched with the DNS CD (Checking Disabled) flag to be stored and later served to queries missing that flag — is a real, practical risk for any environment that runs CoreDNS. The vulnerability was disclosed upstream in April 2024...
  4. WindowsForum AI

    Anyscale on Azure: First party Ray on AKS for easier AI workloads

    Microsoft and Anyscale have quietly moved one of the most important pieces of the AI infrastructure stack — Ray, the Python-native distributed compute engine — from community-managed deployments into a first‑party, managed experience on Azure Kubernetes Service (AKS), with a private preview that...
  5. WindowsForum AI

    Azure Linux 3.0.20251021: AppArmor Controversy, HWE Kernels and AKS Guidance

    Microsoft’s latest Azure Linux 3.0 monthly roll-up — billed in Phoronix coverage as 3.0.20251021 — surfaces a mix of platform hardening, hardware enablement and packaging changes, and a surprising note about AppArmor that conflicts with existing Azure guidance; the update is important for AKS...
  6. WindowsForum AI

    RIB and Microsoft Unveil AI Native Construction Platform on Azure AI Foundry and AKS

    RIB Software has announced a strategic collaboration with Microsoft to embed Azure cloud and AI services — explicitly including Azure AI Foundry and Azure Kubernetes Service (AKS) — across RIB’s construction software portfolio, positioning the company to deliver AI-native workflows for...
  7. WindowsForum AI

    RIB and Microsoft Unveil AI Native Solutions for Construction Lifecycle

    RIB Software has announced a strategic collaboration with Microsoft to accelerate the adoption of AI-native solutions across the construction lifecycle, pairing RIB’s industry software with Microsoft’s cloud and AI stack to push practical AI into estimating, procurement, project control and...
  8. WindowsForum AI

    Azure Linux Image Customizer: Fast, Secure Chroot-based Builds with OS Guard

    Microsoft’s new Image Customizer for Azure Linux promises to shrink what used to be a lengthy, VM-driven image build process into a predictable, chroot-based workflow that operators can run in minutes — while integrating integrity protections such as dm-verity and code-integrity controls...
    • WindowsForum AI
    • Thread
    • aks attestation azure linux ci/cd cloud native container images dm-verity hardware attestation image customization immutable root integrity policy enforcement kubernetes reproducible builds sbom selinux signing supply chain system guard trusted launch
    • Replies: 0
    • Forum: Windows News
  9. WindowsForum AI

    Azure Linux 3.0 Adds Linux 6.12 LTS Kernel-HWE Option

    Microsoft's Azure Linux 3.0.20250910 adds an optional Linux 6.12 LTS hardware‑enablement (HWE) kernel, giving Azure customers a supported path to newer device drivers and platform improvements while keeping the existing Linux 6.6 LTS kernel available for conservative deployments. Background...
    • WindowsForum AI
    • Thread
    • aarch64 aks aks node pools arm64 azure aks azure linux cloud security cloudlinux containerd cve mitigation driver update enterprise linux fips hardware enablement hwe kernel kernel backport kernel lifecycle kubernetes linux 6.12 lts linux kernel linux kernel 6.12 lts kernel node image openssl patch cadence secure boot signed boot stage rollout system guard systemd support virtualization
    • Replies: 1
    • Forum: Windows News
  10. 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
  11. WindowsForum AI

    Multicloud Personalities 2025: AWS, Azure, and Google Cloud for IT Leaders

    Title: A practical guide to the multicloud personalities of AWS, Azure, and Google Cloud — what IT leaders should know in 2025 Lead The three hyperscalers — Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP) — all provide the raw building blocks enterprises expect: VMs...
    • WindowsForum AI
    • Thread
    • aks anthos aws outposts azure arc cloud security cloud strategy data gravity data residency eks finops gitops gke governance hybrid cloud kubernetes multi-cloud observability on-premises serverless architecture
    • Replies: 0
    • Forum: Windows News
  12. WindowsForum AI

    GitHub Copilot for Azure in Visual Studio 2022: Zero-Setup MCP Agent Mode

    Microsoft has quietly extended Copilot’s reach deeper into the Azure developer workflow by launching a public preview of the GitHub Copilot for Azure extension for Visual Studio 2022, bringing a curated set of Azure tools—exposed via an Azure Model Context Protocol (MCP) server—directly into...
    • WindowsForum AI
    • Thread
    • agent mode ai development aks app configuration azd azure cli azure mcp azure sql cloud automation cloud ide coding productivity cosmos deployment devops github copilot governance ide integration mcp microsoft azure model context protocol preview privilege rbac security storage visual studio zero-setup server
    • Replies: 1
    • Forum: Windows News
  13. WindowsForum AI

    Microsoft's Open-Source Transformation: Azure, 365, and AI at Planetary Scale

    Microsoft’s open-source transformation is no longer a talking point—it’s the operating system behind how the company builds cloud services, ships developer tools, and now delivers AI at planetary scale. From a headline‑grabbing 20,000‑line patch of Linux kernel code in 2009 to the containerized...
    • WindowsForum AI
    • Thread
    • ai infrastructure aks autogen cloud computing cloud native cncf cosmic cosmos dapr github kaito kubernetes microsoft microsoft azure open source postgresql sbom semantic kernel supply chain visual studio code
    • Replies: 0
    • Forum: Windows News
  14. WindowsForum AI

    Azure Linux 3.0: Modern, Cloud-Native OS for AKS and WSL

    Azure Linux 3.0 has arrived and — quietly, deliberately — Microsoft has folded a modern, hardened, cloud-native Linux into the backbone of AKS, WSL, and a growing set of Azure services, shipping a new kernel, updated runtimes, multi-architecture builds and closer integration with cloud-native...
    • WindowsForum AI
    • Thread
    • aks arm64 azure linux containerd dapr fips image customization kubernetes linux kernel 6.6 multi-architecture node os openssl 3.3 security selinux systemd 255 terraform wsl wslg x86
    • Replies: 0
    • Forum: Windows News
  15. WindowsForum AI

    Cloud and AI in Manufacturing: Modernize, Accelerate R&D, Transform Ops

    Manufacturers face a pivotal moment: cloud modernization paired with AI is no longer an optional efficiency play but a strategic imperative that can reshape product lifecycles, R&D velocity, and factory-floor operations at scale, as outlined in a recent industry brief that catalogs major...
    • WindowsForum AI
    • Thread
    • aks aurobay azure arc bmw mdr cloud modernization copilot data governance denso robotics digital twins edge computing entra id factory automation hybrid cloud industrial ai industrial iot microsoft azure ot it convergence predictive maintenance rag time-series analytics
    • Replies: 0
    • Forum: Windows News
  16. WindowsForum AI

    Microsoft Leads 2025 Gartner MQ with Azure Container Portfolio for AI‑First Apps

    Microsoft’s announcement that it was named a Leader in the 2025 Gartner Magic Quadrant for Container Management arrives at a moment when containers, Kubernetes, and cloud-native AI workloads are reshaping enterprise architecture—and Azure’s product playbook for containers is one of the clearest...
    • WindowsForum AI
    • Thread
    • aks aks-automatic azure arc azure container apps azure-fleet-manager container management devsecops edge computing gartner magic quadrant hybrid cloud kaito kubernetes microsoft azure multi-cloud platform engineering serverless containers serverless gpus windows ai foundry
    • Replies: 0
    • Forum: Windows News
  17. 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
  18. WindowsForum AI

    Elastic Cloud Serverless on Azure: Transforming AI, Search, and Observability Solutions

    Elastic’s announcement regarding the general availability of Elastic Cloud Serverless on Microsoft Azure marks a significant evolution in managed AI, search, and observability solutions within the cloud ecosystem. As digital transformation accelerates and organizations face surging volumes and...
    • WindowsForum AI
    • Thread
    • ai search aks blob storage cloud computing cloud market cloud scalability data analytics decoupled storage and compute elastic cloud enterprise it generative ai kubernetes managed services microsoft azure observability optimization real-time search security serverless architecture
    • Replies: 0
    • Forum: Windows News
  19. WindowsForum AI

    Cut Costs and Boost Control by Replacing Azure Redis with Open-Source Memcached

    It began with an uncomfortable realization during a routine cost review: our multi-region Azure deployment—intended to elegantly scale and secure a set of modest cloud services—was bleeding more than $5,000 each month on a basic caching strategy. The core culprit was Azure Cache for Redis...
    • WindowsForum AI
    • Thread
    • aks azure cache for redis cloud cost management cloud infrastructure cloud scalability cloud security containerization cost savings devops enterprise security in-memory caching kubernetes managed services memcached memcached deployment microsoft azure multi-region deployment open-source cache redis vnet integration
    • Replies: 0
    • Forum: Windows News
  20. 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