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Latest posts
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Your ML Platform Isn’t Kubernetes-Native Just Because It Runs on Kubernetes
The real transformation begins when the ML lifecycle becomes declarative, observable, and recoverable. As Vara Bonthu described in a recent CNCF article, the great migration of AI workloads to Kubernetes is well underway. Training jobs run in containers, inference services run…
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Kubernetes For AI: CIQ Packages The Moving Parts Into One Binary
CIQ is taking aim at Kubernetes complexity with Stratum Kubernetes Engine (SKE), a free, open source, single-binary platform designed to simplify cluster deployment, upgrades and AI-driven operations without vendor lock-in. The post Kubernetes For AI: CIQ Packages The Moving…
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Mirantis Adds Service to Facilitate Migrations Off VMware Platforms
Mirantis this week added a service through which it will migrate workloads running on instances of VMware to Kubernetes clusters that run on top of the OpenStack cloud computing framework. Cristian Klein, a Mirantis product manager, said that while Mirantis has previously made…
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One Hub, 34 Clusters: Lessons From a GitOps Control Plane at Scale
On Oct. 6, Red Hat published a walkthrough of Argo CD ApplicationSets provisioning hosted control planes straight from Git. A day later, GitHub had an outage that hit Actions, Git operations and pull requests, after smaller incidents on Oct. 5 and 6. Put those together and you…
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AI Didn’t Break Kubernetes Optimization. GPUs Did.
The industry is buzzing about how AI agents have driven up Kubernetes costs. But most agents run like any other service, and the usual tools like right-sizing, bin packing and autoscaling still work on them. For teams hosting their own model inference, the real change is more…
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How Kubernetes Workload Identity Actually Works at the Protocol Layer
Learn how Kubernetes workload identity uses ServiceAccounts, JWTs, OIDC federation and short-lived tokens to secure cloud-native applications. The post How Kubernetes Workload Identity Actually Works at the Protocol Layer appeared first on Cloud Native Now .
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Why Cloud-Native Software Testing Requires Rethinking What a Passing Test Actually Means
A passing test in a monolith traditionally offered a relatively straightforward signal. The code behaved as expected under the conditions tested. The function produced the expected output. The integration with the database worked. The deployment was probably safe within those…
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ActiveState Allies with Docker to Harden Software Artifacts
ActiveState and Docker, Inc. today revealed they will both resell the hardened libraries and images that each company curates. The overall goal is to make it simpler for application development teams to source both hardened container images and the libraries they run on that are…
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Scaling GitOps With Release Promotion
GitOps pipelines that work well across a handful of Kubernetes clusters can become risky at fleet scale. For organizations managing hundreds of clusters, faster synchronization doesn't solve the challenge of validating releases before they spread. Staged promotion, verification…
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Kubernetes and Infrastructure as Code in the Age of Agentic Development
Infrastructure-as-code (IaC) goes far beyond provisioning cloud resources. As Kubernetes environments evolve and AI agents take on more operational responsibilities, IaC provides a controlled, reviewable approach to managing infrastructure changes. From Kubernetes upgrades and…
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Kubernetes Deployment Validation in Two Minutes
Sai Joshitha Kathari joins Alan Shimel to explain how embedding pod-readiness and workload-health checks in Jenkins reduced her Kubernetes deployment validation time from 45 minutes to two. The post Kubernetes Deployment Validation in Two Minutes appeared first on Cloud Native…
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What Service Virtualization Tools Need to Handle in a Cloud Native Architecture
Independent deployment changes what service virtualization tools must handle. Understand how the top service virtualization tools compare for cloud native teams. The post What Service Virtualization Tools Need to Handle in a Cloud Native Architecture appeared first on Cloud…