AI infrastructure Archives

NVIDIA Is Putting Real Skin in the Open AI Game

Open AI requires community-governed infrastructure and companies willing to contribute code, engineering and costly GPU cycles. NVIDIA is doing exactly that ...

Alan Shimel | July 28, 2026 | accelerated computing, AI compute, AI infrastructure, cloud native AI, cncf, GPU cycles, GPU Dynamic Resource Allocation, GPU scheduling, KAI Scheduler, kubernetes, Kubernetes AI Conformance, Nvidia, open AI infrastructure, open source AI, vendor-neutral APIs

The Foundation Was Already Poured

Techstrong's Experts Exchange this October, Cloud Native Now: The AI Stack, and this November's KubeCon in Salt Lake City are both making the same case for cloud native and AI. The argument ...

CNCF, cloud native, NVIDIA, AI, Peritus microservices

Beyond the Model: Why AI Agent Orchestration Requires Cloud-Native Engineering

AI agent orchestration is a distributed systems challenge. Cloud-native engineering provides the resilience, observability, security and scalability needed for production AI ...

Your Model Works in the Notebook and Breaks in the Cluster

A model working in a notebook gives you a particular kind of confidence. The metrics look good, the code runs top to bottom, the researcher demos it, leadership nods, and everyone agrees ...

Latika Chawla | July 10, 2026 | AI infrastructure, GPU Computing, kubernetes, machine learning, MLOps, Model Reproducibility

GitOps Wasn’t Built for Models, and It Shows

GitOps won the deployment argument. Everything goes in Git, the cluster reconciles itself to match, and your repository becomes the one place that tells you what’s actually running. It’s clean and auditable ...

Latika Chawla | June 19, 2026 | AI infrastructure, GitOps, machine learning, MLOps, platform engineering

Stop Treating Your Models Like Microservices

A few years ago, it felt like Kubernetes had become the universal answer to infrastructure problems. Teams wanted resiliency? Kubernetes. Faster deployments? Kubernetes. Scalability? Kubernetes again. Eventually, the industry stopped treating cloud-native ...

Swapneswar Sundar Ray | June 11, 2026 | AI infrastructure, cloud-native architecture, GPUs, kubernetes, observability

Azure Linux 4.0 Signals Microsoft’s Commitment to Open Source AI Infrastructure

Microsoft is widening its Linux strategy as AI infrastructure drives Azure’s growth, announcing Azure Linux 4.0 alongside the general availability of Azure Container Linux at Open Source Summit North America 2026. For ...

James Maguire | May 19, 2026 | AI infrastructure, Azure Linux 4.0, linux, microsoft, open source

Pedal to Bare-Metal Kubernetes, Nutanix Forges NKP Metal

Nutanix extends its Cloud Platform to bare-metal infrastructure with NKP Metal. Learn how dual-native architecture simplifies Kubernetes for AI and edge workloads without sacrificing the Nutanix operating model ...

Adrian Bridgwater | April 8, 2026 | AI infrastructure, B-MK8S, bare-metal Kubernetes, Cloud Native AOS, container storage interface, Dual-Native Architecture, edge computing, GPU workloads, HCI, hybrid cloud, Kubernetes lifecycle management, Nutanix AHV, Nutanix AOS, Nutanix Kubernetes Platform, Nutanix NKP Metal

Docker, AI, GenAI, Kubernetes, docker, ai, cloud-native AI Carbon Relay

How AI is Transforming Cloud‑Native Operations

AI is transforming cloud-native operations with predictive scaling, AIOps and automation to improve performance, efficiency and resilience ...

Johnbosco Ejiofor | April 3, 2026 | AI infrastructure, AIOps, cloud native, kubernetes, MLOps

Istio Weaves ‘Future-Ready’ Service Mesh for AI

At KubeCon + CNC 2026, Istio unveils Ambient Multicluster and the Gateway API Inference Extension to simplify AI infrastructure. Learn how sidecar-less mesh and agentgateway secure agentic workloads and boost deployment velocity ...