--- title: "DevZero Launches Automation Platform to Dynamically Rightsize Kubernetes Clusters" url: https://daily.dev/posts/devzero-launches-automation-platform-to-dynamically-rightsize-kubernetes-clusters-8lczysreb source_url: https://cloudnativenow.com/features/devzero-launches-automation-platform-to-dynamically-rightsize-kubernetes-clusters type: article source: "Cloud Native Now" published: 2026-06-09T14:00:47.205Z updated: 2026-06-09T14:01:10.055Z tags: ["kubernetes"] reading_time: 3 upvotes: 4 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # DevZero Launches Automation Platform to Dynamically Rightsize Kubernetes Clusters **[Cloud Native Now](https://daily.dev/sources/cloudnativenow)** · 3 min read · 4 upvotes · 0 comments ## Summary DevZero has launched an autonomous infrastructure optimization platform for Kubernetes that uses continuous profiling and statistical modeling to rightsize workloads in real time. The platform dynamically adjusts CPU, memory, and GPU provisioning across 3,000+ instance types and 80 cloud regions, claiming cost reductions of 30–60%. It also includes a checkpoint-restore capability for live migration without restarts. The announcement highlights a broader problem: IT teams overprovision Kubernetes clusters by an average of 53% due to complexity, lack of cost visibility, and cultural inertia around infrastructure spending — a problem growing more acute as expensive GPU-dependent AI workloads proliferate. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Report: Utilization of Kubernetes Infrastructure Remains Abysmal](https://daily.dev/posts/report-utilization-of-kubernetes-infrastructure-remains-abysmal-bixnad6mv) · Cloud Native Now · 0 upvotes · 0 comments - [How we saved over $3 million in idle compute costs with Datadog Kubernetes Autoscaling](https://daily.dev/posts/how-we-saved-over-3-million-in-idle-compute-costs-with-datadog-kubernetes-autoscaling-yntakrq5o) · Datadog · 0 upvotes · 0 comments --- Tags: [#kubernetes](https://daily.dev/tags/kubernetes) [View this post on daily.dev](https://daily.dev/posts/devzero-launches-automation-platform-to-dynamically-rightsize-kubernetes-clusters-8lczysreb)