Social – LinkedIn
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 ...
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 ...
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, ...
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 ...
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 ...
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 ...
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 ...
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 ...
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 ...
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 ...
