Open-source News

Overcoming inference challenges

Red Hat News - Tue, 04/07/2026 - 08:00
Once organizations move beyond experimenting with a small handful of large language models (LLMs), the limits of manual model deployment become clear. What may work for early testing and development quickly turns inefficient, expensive, and difficult to scale. As the number of models, variants, and versions grow, teams are left not only managing increasing operational complexity, but also determining which GPU resources are the best fit for each workload.This challenge often turns into a kind of hardware-model Tetris. Most enterprises operate with a diverse mix of GPU infrastructure, from cutt

Managed identity in Azure Red Hat OpenShift: Deploy in just a few clicks with the Azure portal

Red Hat News - Tue, 04/07/2026 - 08:00
We recently announced the general availability (GA) of managed identity and workload identity for Microsoft Azure Red Hat OpenShift clusters. With this, users benefit from short-lived, limited permission credentials that enhance security and reduce operational overhead that may otherwise come with longer lived credentials such as service principals.Now, we’d like to call attention to a significant enhancement to the cluster creation process. A fully integrated portal experience for deploying managed identity-based Azure Red Hat OpenShift clusters is now available.Simplicity and speed: Deploy

Mesa Developers Decide On Two Gen AI Policies For Development Moving Forward

Phoronix - Tue, 04/07/2026 - 06:24
Building on prior Mesa contributor guidelines and discussions among upstream Mesa developers, there are two generative AI "GenAI" policies that have now been decided upon for Mesa development moving forward...

Rust Coreutils 0.8 Brings Significant Performance Gains

Phoronix - Tue, 04/07/2026 - 06:01
Rust Coreutils 0.8 was released today as the newest major release to this alternative to GNU Coreutils...

FreeBSD Aims To Better Track Laptop Hardware That Works Or Doesn't For Their OS

Phoronix - Tue, 04/07/2026 - 02:32
Over the past year the FreeBSD project has been making much progress on making it more viable to run this BSD operating system on laptop hardware. They have worked on better graphics driver support, improved power management / suspend, making sure audio is working, and even rolling out a KDE desktop option from the FreeBSD OS installer to ease the deployment on desktops. While that engineering work continues, they are also working now to make it easier to summarize laptop hardware working or not on FreeBSD...

A Small But Useful Debugging Addition For AMD Zen Systems With Linux 7.1

Phoronix - Tue, 04/07/2026 - 01:03
A small but convenient feature is coming with the Linux 7.1 that will be useful in debugging AMD Zen system problems and information reporting/transparency purposes...

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