How I doubled my GPU efficiency without buying a single new card

What changed when we split the pools We ran a two-week proof of concept. I split the cluster into two pools: Eight GPUs dedicated to prompt processing and the remaining GPUs handling token generation. No...

Next.js 16 features explicit caching, AI-powered debugging

Vercel’s React framework for building full-stack web applications gets an upgrade in Next.js 16, with more explicit caching and AI-based debugging, among other features. Announced...

GitHub eyes restrictions on pull requests to rein in AI-based code deluge on maintainers

Without those controls, he said, such systems risk flooding maintainers with submissions that lack project context, waste review time, and dilute meaningful signal. “Maintainers don’t...

Building AI agents with the GitHub Copilot SDK

You’re not limited to the official language support. There are community releases of the SDK for Java, Rust, C++, and Clojure, so you can...

Oracle unveils Java development plans for 2026

Oracle’s Java team in 2026 will work toward milestones including a preview of value types, an incubation of code reflection, shipping AOT (ahead-of-time) code...

The advantages of stack-based internal developer platforms

Finally, tool chain fragmentation can limit stack usability. Stacks must integrate with existing tools and systems like GitHub, Jenkins, Kubernetes, AWS, and Azure, often...
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Humanoid Robot Company Releases Next-Gen Home Humanoid

In February 2025, humanoid robot company 1X Technologies unveiled their latest home assistant robot, the NEO Gamma. This next-generation humanoid builds upon the foundation...
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