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      <title>Karpenter vs Cluster Autoscaler vs KEDA: Kubernetes Autoscaling Guide 2026</title>
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      <description>&lt;h2 id=&#34;why-kubernetes-autoscaling-matters&#34;&gt;Why Kubernetes Autoscaling Matters&lt;/h2&gt;&#xA;&lt;p&gt;Running Kubernetes clusters without proper autoscaling means either over-provisioning (wasting money on idle nodes) or under-provisioning (services crash during traffic spikes). The right autoscaling strategy ensures your cluster dynamically adjusts to workload demands while minimizing costs.&lt;/p&gt;</description>
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