"By the end of 2026, from the amount of compute that’s dedicated to AI workloads, two-thirds of it is going to be for inference, and a third of it is going to be for training. Three years ago, that was completely flipped."
Why Broadcom gave Velero to the CNCF Sandbox — and what it means for Kubernetes data protection
In this episode of The New Stack podcast with Dilpreet Bindra, senior director, engineering, VMware by Broadcom, we look at how Broadcom is extending its support for Kubernetes and key cloud native projects. The podcast was recorded live in Amsterdam during KubeCon + CloudNativeCon Europe 2026.
Traversal's Production World Model™ gives AI a continuously updated model of your entire production environment, so it can reason across services, dependencies, and changes to find evidence-backed root cause in minutes. Sponsored
The developer experience is shifting faster than anyone can keep up, to say nothing of the documentation. This week’s most-read story from TNS contributor Janakiram MSV explores how Cursor, Claude Code, and OpenAI Codex are forming a modular AI stack in a way that nobody planned. This collaboration between collaboration and orchestration layers hints at the future of programming being composable rather than dominated by a single tool.
As these tools evolve, human developers are feeling the strain. Another widely read story by Matthew Burns reports on Andrej Karpathy’s warnings about "AI Psychosis,” a term for the mental friction that developers face as their daily workflows transform. It is a preview of the disruption likely to hit every industry as AI shifts from a feature to a primary interface.
Google launches Gemini app for macOS, bringing AI-powered desktop assistance, screen sharing, and image generation to Apple Silicon Macs via keyboard shortcut.
Featured webinars
The next step for continuous delivery: An IDP-driven platform April 23
Continuous Delivery solved deployment, but as AI accelerates software delivery, pipelines are still hard for developers to access without tribal knowledge and manual handoffs. Join us live on April 23 to learn how platform teams connect catalog data, environments, and pipelines to reduce friction.
Break the cycle of spending $250bn on manual IT operations April 28
Rules-based automation solves only 20% of IT problems, leaving a $250 billion manual burden. BigPanda’s IT Knowledge Graph fixes this by connecting fragmented data and institutional knowledge, allowing AI to handle the complex reasoning rules cannot. Learn how this shift drives 430% ROI and reduces outages.
Developer-led observability: Debugging distributed and AI systems On-Demand
This session on integrating observability into everyday workflows is now available to watch on-demand. Explore real-world examples and debugging demonstrations that show how to move faster, escalate less, and build more reliable AI-driven systems from the start.
Scaling Kubernetes with systemic certainty, not operational heroics On-Demand
As Kubernetes scales, manual patching and infrastructure drift often become bottlenecks that stall your roadmap and create compliance risks. Join us live to learn how to move beyond a coping-based strategy and adopt an API-driven foundation that scales without increasing your headcount.
SQL remains the essential backbone of the modern tech stack, whether you’re optimizing databases or scaling data-driven apps. Our sister site, roadmap.sh, offers a comprehensive SQL course designed to take you from foundational queries to advanced database management through hands-on, practical learning.