Red Hat team finalizes AI features for RHEL 10 ahead of code freeze

As the code freeze for Red Hat Enterprise Linux 10 neared, the development team wrapped up significant features including AI-powered Q&A and an updated image mode view. Engineers shared insights into the process in the latest installment of a behind-the-scenes series. The update highlights the intensive efforts to integrate advanced capabilities into the upcoming release.

The Red Hat Enterprise Linux (RHEL) 10 project reached a critical phase as its code freeze approached, requiring the team to complete major enhancements. Among these were an AI-powered Q&A system designed to assist users with queries, and a refreshed perspective on image mode for improved visualization and management.

This milestone marks the culmination of focused work by front-line engineers, who detailed the challenges and decisions in part 4 of Red Hat's ongoing series on RHEL 10 development. The series provides a glimpse into the collaborative environment driving the platform's evolution, emphasizing the integration of cutting-edge tools like AI to enhance enterprise-grade Linux functionality.

Red Hat's announcement underscores the commitment to delivering robust, innovative features that meet the demands of modern IT infrastructures. While specifics on release timelines remain tied to the code freeze completion, the progress signals readiness for RHEL 10's broader rollout.

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Realistic photo illustrating Red Hat's release of RHEL 10.1 and 9.7, showcasing AI integration and security features in a data center setting.
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Red Hat releases RHEL 10.1 and 9.7 with AI and security features

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Red Hat has launched Red Hat Enterprise Linux (RHEL) 10.1 and 9.7, introducing enhancements for AI integration, quantum threat mitigation, and operational efficiency. These updates build on RHEL 10 to create a more intelligent computing foundation. The releases aim to bridge skills gaps between AI and Linux while simplifying management.

Announced on January 5, 2026, at CES2026, Red Hat and NVIDIA have launched a collaboration to synchronize enterprise open source software, including Red Hat Enterprise Linux (RHEL), with NVIDIA's rack-scale AI systems like the Rubin platform. The partnership provides Day 0 support, validated interoperability, enhanced security, and plans for expansion to OpenShift and Red Hat AI.

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Red Hat has concluded another week in open source with its Friday Five roundup. The post highlights discussions on day-zero support for NVIDIA GPUs, practical AI quickstarts, and an invitation to register for the upcoming RHSummit 2026.

NVIDIA's Rubin platform marks a new era in AI, emphasizing integrated reasoning and coordination over mere computational power. The company has partnered with SUSE to integrate this platform with SUSE's Linux and Rancher management tools. This collaboration aims to provide a robust foundation for scaling AI operations in enterprises.

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Rocky Linux 9 serves as a community-driven alternative to Red Hat Enterprise Linux 9, offering binary compatibility and a shared ten-year support lifecycle. This alignment ensures stability for enterprise workloads on Microsoft Azure, from databases to container platforms. Organizations can deploy it confidently, knowing updates and security fixes follow RHEL's predictable cadence.

SUSE has released Trento 3.0, a significant update designed to enhance management of SAP systems on SUSE Linux Enterprise Server. The new version introduces features for streamlined operations and advanced AI integration. Announced on January 5, 2026, it aims to improve efficiency for enterprise users.

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A recent Windows 11 preview has offered additional insights into the workings of AI agents. However, Microsoft's emphasis on this technology continues to spark debate. Complaints about the company's heavy focus on AI persist among users and observers.

 

 

 

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