Cloud data engineering is not just about moving data from one system to another. It also involves building reliable environments where data applications can be deployed, managed, and scaled as business needs change. Let’s explore how they work together in…
Captivation has built a reputation on providing customers exactly what is needed in a timely manner. Our team of engineers take pride in what they develop and constantly innovate to provide the best solution. Captivation is looking for software developers…
Kubernetes 1.34 reaches upstream end of life today, October 27, according to a third-party licensing timeline for lightweight Kubernetes, and that one date is pushing platform teams to pick a distribution all over again. The K3s vs K8s question is what most of them…
Argo CD 3.5 is the line to run, and OpenShift GitOps 1.22 moved to it. A kind cluster, a Git repository and about 90 minutes get ArgoCD managing a Kustomize app with automated sync and self-heal, project-level access control, ordered rollouts, three environments…
Kubernetes now has a working group whose only job is to define how an application should behave once it runs on a cluster. The project announced the Workload Conformance Working Group on October 27, 2026, and a community report in Last Week…
A kind cluster boots Kubernetes 1.37 on a laptop with one config file and one command. kind v0.33.0 landed on August 26, 2026 and defaults to the kindest/node:v1.37.0 image, which makes it the fastest route to a real multi-node Kubernetes tutorial on the…
Buoyant today made available an open-source control plane for managing artificial intelligence (AI) workloads running on top of a virtual large language model (vLLM) inference engine running on a Kubernetes cluster. Originally developed by researchers from the Sky Computing Lab at…
Disclosure: I am Ercan Atay, the developer of Cybokron Dock Groups, and have a direct interest in the project. This article was prepared with AI drafting assistance based on the project's public documentation. It is a developer's technical explanation, not…
As artificial intelligence and accelerated computing continue to push the boundaries of what’s possible, the latest NVIDIA CUDA release arrives to unlock unprecedented performance and scale. NVIDIA CUDA 13.5 delivers general availability (GA) across major new platforms. NVIDIA Vera Rubin support…
Gather these before you start. Nothing here costs money. The table lists what the article was written against on November 4, 2026, and how to confirm each item on your own machine. One more preparation point. Download the driver installer you currently…
K8s basics, helm charts, storage classes, and small‑cluster ops for homelabs.
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