Meta's KernelEvolve AI agent automates chip-level kernel optimization, achieving up to 60% performance gains and reducing development from weeks to hours.
Meta's AI-driven Capacity Efficiency Program automates performance fixes and regression detection, saving hundreds of megawatts and engineering hours at hyperscale.
Step-by-step guide to set up local AI on Ubuntu using inference snaps: install, configure implicit/explicit features, optimize hardware, and stay sandboxed.
Fedora 44 launches with GNOME 50 fully on Wayland, KDE Plasma 6.6 with OCR, Linux kernel 6.19, NTSYNC gaming module, and updated developer tools.
Linux sos command generates a 15MB encrypted archive in 53 seconds with logs, diagnostics and configs, enabling fast, secure system analysis without server login.
AI agents can burn months of API budget in days due to invisible feedback loops. Experts reveal solutions: monitoring, cost-aware design, and hard budgets.
This Q&A covers major Linux news: new standard Projects folder, Firefox's silent Brave ad-blocker inclusion, Ubuntu 26.04 LTS and Fedora 44 features, Warp terminal going open source, Canonical's local-first AI, and a PyPI backdoor attack.
KernelEvolve is an agentic system at Meta that automates kernel optimization for AI models across heterogeneous hardware, achieving 60% throughput gains and compressing weeks of work into hours.
Meta's AI agents automate finding and fixing performance regressions at hyperscale, recovering hundreds of megawatts via encoded expertise and standardized tool interfaces.
IBM and Arm collaborate on dual-architecture hardware; Linux KVM patches now enable ARM64 virtualization on IBM Z s390 servers, with v2 released in late April.
A Devuan developer is modernizing GTK2 with 'gtk2-ng', applying critical patches, security fixes, and systemd-free compatibility to revive the aging toolkit.
AI code review uncovers long-standing bugs in Linux sched_ext scheduler, leading to major fixes for kernel stability.
AMD's new Linux kernel patches accelerate page migration using batch copying and hardware offloading, delivering 40-60% latency reduction and up to 3x throughput. Originally by NVIDIA, now AMD-led.
Linux 7.1-rc1 delivers notable performance wins on AMD Threadripper, with up to 15% speedups in multi-threaded tasks, but has a single micro-benchmark regression being patched.
CachyOS Linux outperforms Ubuntu 26.04 LTS and Fedora 44 in benchmarks due to aggressive optimizations; Q&A covers differences, benchmarks, and daily-use trade-offs.
Linux Mint begins publishing HWE ISOs with newer kernels to support new hardware during its extended development cycle until December.
Linux 7.2 introduces a default 'fair' DRM scheduler priority and new AMDXDNA driver support for AIE4 hardware, detailed in a Q&A format.
Linux 7.2 kernel introduces a DRM scheduler defaulting to 'fair' priority for balanced GPU task handling, and adds AMDXDNA driver support for new AIE4 hardware.
Guide to participating in Fedora Linux 44 virtual release party on April 24, 2026: registration, schedule, tips for a great experience.
Step-by-step tutorial for upgrading or fresh installing Fedora 44, covering prerequisites, dnf upgrade, fresh install, and common pitfalls.