LLMs on Kubernetes Part 1: Understanding the threat model
Let’s say you’ve got an LLM running on Kubernetes. Pods are healthy, logs are clean, users are chatting. Everything looks fine. But here’s the thing: Kubernetes is great at scheduling workloads and keeping them isolated. It…
The weight of AI models: Why infrastructure always arrives slowly
As AI adoption accelerates across industries, organizations face a critical bottleneck that is often overlooked until it becomes a serious obstacle: reliably managing and distributing large model weight files at scale. A model’s weights serve as…
The platform under the model: How cloud native powers AI engineering in production
AI workloads are increasingly running on Kubernetes in production, but for many teams, the path from a working model to a reliable system remains unclear. The cloud native ecosystem – its projects, patterns, and community –…
F5 Elevates to Gold Membership in the Cloud Native Computing Foundation
Application delivery and security provider strengthens collaboration to drive secure, scalable cloud native innovation Key Highlights: AMSTERDAM—26 March 2026—The Cloud Native Computing Foundation® (CNCF®), which builds sustainable ecosystems for cloud native software, today announced that F5…
Announcing Kubescape 4.0 Enterprise Stability Meets the AI Era
We are happy to announce the release of Kubescape 4.0, a milestone bringing enterprise-grade stability and advanced threat detection to open source Kubernetes security. This version focuses on making security more proactive and scalable. It also…
Higress Joins CNCF: Delivering an enterprise-grade AI gateway and a seamless path from Nginx Ingress
We are thrilled to announce that Higress has officially passed the Technical Oversight Committee (TOC) vote to join the Cloud Native Computing Foundation (CNCF) as a Sandbox project, becoming a proud member of the CNCF ecosystem….
Managing dependencies beyond Kubernetes Kubernetes orchestrates containerized workloads, but it cannot operate in isolation. In enterprise environments, containerized services depend on systems that live outside the Kubernetes ecosystem. At Saxo Bank these dependencies include a material…
Solution: Modern problems require modern infrastructure SNCF decided to stop applying incremental fixes to a legacy foundation and instead rebuild a state-of-the-art platform from the ground up. “We soon concluded that applying incremental fixes on unsteady…
New beta capabilities and experimental support aim to simplify service mesh adoption while expanding Istio’s role in next-generation AI infrastructure Key Highlights: KUBECON + CLOUDNATIVECON EUROPE, AMSTERDAM—25 MARCH, 2025—The Cloud Native Computing Foundation® (CNCF®), which builds…
Announcing the release of KubeVirt v1.8
The KubeVirt Community is happy to announce the release of v1.8, which aligns with Kubernetes v1.35. This is the third release since we started our VEP (Virt Enhancement Proposal) process and, after some shaky starts and…