Latest From redhat.com (Lots of Slop and Hype)

posted by Roy Schestowitz on Sep 03, 2025

• Red Hat ☛ Your LLM is too large: How I generate production-ready failure analysis on a toaster

  I'm running production-grade Kubernetes failure analysis on an edge computing device—a piece of hardware that costs less than what many teams spend on LLM API calls in just two to three months. The model is Llama 3.2:3B with 4-bit quantization, delivering comprehensive root cause analysis in 70 seconds that, for common production failures, matches the practical value of commercial models.

• Red Hat Official ☛ Why defence organisations need resilience beyond sovereignty

  Digital sovereignty, whether cloud, data, or total sovereignty, refers to control over digital assets, so data, hardware, people, and software remain within a specific jurisdiction. While sovereignty addresses regulatory and jurisdictional concerns, it does not guarantee operational continuity in crisis scenarios.

• Red Hat Official ☛ What’s new with data science pipelines in Red Hat OpenShift AI

  Red Hat OpenShift AI now brings a set of updates to data science pipelines, making it easier than ever to control and optimize your ML processes. These improvements aren’t just about new features, they’re also about helping you optimize resource consumption and minimize the 2am on-call page-outs by building workflows you can trust in production.

• Red Hat Official ☛ The Metadata Assistant: How Red Hat is using generative AI to make web content easier to find and use

  In some ways, metadata is like the classification system librarians use to place books on shelves so that visitors can find them. Much like a library catalog, good web metadata makes content easier to find and use because it has consistent, meaningful labels.

• Red Hat Official ☛ Protect and unify with Commvault and Red Hat OpenShift: A modern approach to disaster recovery for VMs and containers

  Red Hat OpenShift Virtualization enables organizations to do just that. It's an included feature of Red Hat OpenShift that allows you to run and manage VMs and containers on the same Kubernetes-based platform. This modern approach streamlines IT infrastructure, but it's the ability to protect it that brings peace of mind. Commvault has long supported container backup and disaster recovery on Red Hat OpenShift. Now Commvault is extending its support for Red Hat OpenShift to include Red Hat OpenShift Virtualization so that the same unified platform now also protects VMs running alongside containers. Specifically Commvault Long-Term Support Release 11.40 and Commvault Innovation Release 11.42 will support the versions of OpenShift Virtualization that are part of Red Hat OpenShift Container Platform 4.18 and 4.19.

• Red Hat Official ☛ EMEA’s cloud sovereignty puzzle takes shape

  Different countries and organisations are adopting different approaches to digital and cloud sovereignty, some are cautiously waiting and watching to see how things shake out, others are acting fast. While there remains a certain degree of uncertainty over exactly what digital and cloud sovereignty looks like, most industry watchers agree that it will be ‘need to have’ rather than ‘nice to have.’ For a broader perspective on digital sovereignty, we caught up with Red Hat country and regional leaders across Europe to test the waters in local markets.