Breaking the single datacenter assumption Modern AI architectures are built on the assumption of centralized, homogeneous data centers. In reality, infrastructure is messy. For most organizations, compute resources are fragmented across private clouds, research environments, and…
The Kubernetes integration tax: Prometheus, Cilium and production reality
I still remember the first time we lost sleep over something that wasn’t a bug. It was a Tuesday. Grafana dashboards showed blank panels for Cilium network metrics. Hubble was working fine — DNS visibility, TCP…
GPU autoscaling on Kubernetes with KEDA: Building an external scaler
If you run GPU workloads on Kubernetes — vLLM, Triton, training jobs, or the newer agentic inference stacks — you’ve probably hit a familiar problem: the default autoscaling path still reasons about CPU and memory, while…
Why Kubernetes policy enforcement happens too late—and what to do about it
Kubernetes has become the backbone of modern cloud-native infrastructure. Its flexibility lets teams move fast, compose complex systems from modular components, and deploy across environments with relative ease. But that flexibility comes with a well-known cost:…
The milestone for OpenTelemetry reflects widespread production adoption and a stable, vendor-neutral observability standard Key Highlights: MINNEAPOLIS – OBSERVABILITY SUMMIT – May 21, 2026 – The Cloud Native Computing Foundation® (CNCF®), which builds sustainable ecosystems for…
Extending AI gateways with Rust: Custom transformations in kgateway
Every gateway ships with a set of built-in policies. Authentication. Rate limiting. Request routing. Prompt guards. These cover most use cases. But what about the ones they don’t cover? What if you need to add a…
Kubernetes for platform teams: Leveraging k0s and k0rdent
In our previous blog, we explored a GitOps use case for on-premises infrastructure, managing multiple clusters hosted on the k3s Kubernetes distribution using k0rdent. But the platform engineering ecosystem is vast, and one blog barely scratches…
What I Learned at My First KubeCon + CloudNativeCon as a High School Speaker
KubeCon + CloudNativeCon Europe 2026 is one of the biggest open-source conferences in the world, organized by the Cloud Native Computing Foundation (part of the Linux Foundation, which manages major projects like Linux). It brings together…
Lima v2.1: macOS guests and enhanced AI agent safety
Following our expansion into AI workflows in v2.0, Lima v2.1 introduces highly anticipated experimental support for macOS and FreeBSD guests and further hardens local environments against unpredictable AI agents. What is Lima ? Lima (Linux Machines)…
Tekton Becomes a CNCF Incubating Project
The CNCF Technical Oversight Committee (TOC) has voted to accept Tekton as a CNCF incubating project. What is Tekton? Tekton is a powerful and flexible open source framework for creating continuous integration and delivery (CI/CD) systems…