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keda

About this tag
KEDA (Kubernetes Event-driven Autoscaler) is a component used in Kubernetes environments to scale workloads based on external events. Discussions on WindowsForum cover a critical vulnerability, CVE-2025-68476, which allows arbitrary file reads via TriggerAuthentication resources, with patches released in KEDA v2.17.3 and v2.18.3. The tag also appears in the context of AKS Automatic, Microsoft's managed Kubernetes service that integrates event-driven autoscaling and other defaults to reduce operational overhead. Topics include security hardening, RBAC, and production-ready cluster configurations. The tag is relevant for IT professionals managing Kubernetes scaling and security.
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    KEDA CVE-2025-68476 Patch Stops Arbitrary File Reads

    A critical KEDA vulnerability — tracked as CVE-2025-68476 — allows an attacker with the ability to create or modify TriggerAuthentication resources to read arbitrary files from the node filesystem by abusing the HashiCorp Vault service account credential handling in vulnerable KEDA releases, and...
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    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...
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    • aks-automatic autoscaling azure kubernetes service azure monitor ci/cd cilium hpa karpenter keda kubernetes observability vpa
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    • Forum: Windows News
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    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...
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    • 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
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    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...
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    • 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
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    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...
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    • 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
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