Latest AI and tech news
Kubernetes has become the default answer to almost every infrastructure question. Read a few conference talks or job postings, and it can feel like running anything else is a mistake. But Kubernetes was built at Google scale, for problems most small ...
An advanced Senior and Staff Engineer system design interview covering Kubernetes HPA, PostgreSQL connection pools, queueing theory…...
Teams building AI applications need a repeatable path from a model configuration to a working inference endpoint. NVIDIA Dynamo is a distributed inference framework that coordinates model serving across GPU workers. Deploying it on Kubernetes is only...
Part I | Part II | Part III | Part IV | Part V | Part VI | Part VII | Part VIII | Part IX | Part X | Part XI | Part XII | Part XIII | Part XIV | Part XV | Part XVI | Part XVII | Part XVIII | Part XIX...
A Kubernetes cluster can be healthy while the AI service running on it disappoints users. A model might return its first token quickly but take too long to finish an answer. It might respond promptly and still give the wrong answer. And a busy GPU te...
Welcome to the final edition of Road to KubeCon, where we track the Kubernetes and cloud-native ecosystem each week on The New Stack as we head into KubeCon + CloudNativeCon NA, November 9-12 in Salt Lake City, Utah....
Crossplane is heading to KubeCon + CloudNativeCon North America in Salt Lake City, November 9 to 12....
We’re excited to announce v1.0.0 of OpenTelemetry eBPF Instrumentation—OBI!...
Having explored how Jev handles bounded semantic judgments, we now shift from theory to execution. This guide walks through making your first API call step by step and demonstrates how to integrate Jev into a production-ready, vendor-neutral enterpri...
A step-by-step breakdown of how Xcode, Docker, dormant node_modules, and global package caches quietly eat your Mac’s SSD....
KubeCon + CloudNativeCon NA 2026 in Salt Lake City will bring the cloud native community together with projects, vendors and end users in what is one of the largest open source events....
There are people who work with Kubernetes sometimes....
NVIDIA Nemotron 3.5 Super VL joins the NVIDIA Nemotron 3 Nano, Nano Omni, Super, Ultra, and Nemotron 3.5 Lightning models already available on AWS. It’s a 120B-parameter mixture-of-experts (MoE) model that activates 12B parameters per token. It combi...
Percona Operator for MySQL 1.3.0 is out. This release moves three things forward for teams running MySQL on Kubernetes: the operator now tunes MySQL for you based on the pod resources, async clusters can fail over without losing data in flight, and p...
The Problem: Why Naive Approaches Break in Production...
Red Hat Quay is a container image registry that stores, distributes, and helps secure container images across on-premise, cloud, and hybrid environments. When a large enterprise customer needed to validate Quay's performance capabilities for their de...
Ask a platform team what they built last year, and the list likely includes a Kubernetes controller that creates a few objects in order and copies fields between them. No business logic, just wiring. A Deployment, a Service in front of it, and a Conf...
This is Part 6 of our AI Coding Agent Horror Stories series, where we look at real security incidents involving AI coding agents and at how Docker Sandboxes contain agent execution at the boundary rather than at the command line....
Karpenter gives AKS teams flexible node provisioning and consolidation. Whether you operate Karpenter yourself or use Microsoft’s Node Auto-Provisioning (NAP), another operating loop remains: keeping workload…
An AI agent given autonomy to run code will inevitably run code no human has reviewed. It may install model-selected packages, run scripts generated moments earlier, and iterate until a developer’s test passes; that risk is limited to a laptop. For a...
The CrateDB Operator is now Red Hat Partner Validated for OpenShift, ensuring secure and efficient management of CrateDB clusters in Kubernetes environments.
Lessons from bringing up RDMA-backed Prefill/Decode serving across H200, B200, GB200, and GB300 on GKE...
Two Gridfinity-compatible bins that keep measuring cups and spoons organized — each with a dedicated spot. Default ‘Hilbert’ top-layer texture can be changed in the slicer. Larger container fits measuring cups up to 92mm (3.6″) diameter; smaller cont...
A packet trace has always been the common language between networking, platform, application, and security teams, the one artifact everyone can open when logs and metrics stop explaining a problem. Isopcap brings that artifact into Kubernetes, and th...
In this SIG Architecture spotlight we talked with Janet Kuo (Google)
and Yuan Tang (Red Hat) about the journey of AI Conformance in
Kubernetes, from the initial Working
Group to the
integration SIG Architecture
as a subproject....
Learn how Middleware helps monitor Kubernetes autoscaling, identify overprovisioned resources, troubleshoot scaling failures, and optimize workloads with OpsAI.
TLDR: There is no single best tool for microservices testing. You need a stack that covers several layers: a test environment (mirrord, Signadot, Telepresence, Okteto, Tilt), test orchestration (Testkube), API testing (Postman), service mocking (Wire...