Posted by: Analiz_oron - 16-09-2025, 08:52 AM - Forum: My Forum
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Posted by: Admin - 05-09-2025, 04:52 PM - Forum: My Forum
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Dear Techies,
We’re thrilled to introduce an exciting new initiative just for YOU—the OSELabs Technical Forum! This is a special online space crafted exclusively for our alumni community to **connect, collaborate, and grow** in the world of technology.
? Whether you're tackling a complex coding challenge, exploring the latest tools and technologies, or simply eager to share your valuable experience and insights, this forum is the perfect place to do so. It’s designed to be a vibrant hub where every member's voice matters.
? Here, you can:
- Start or join technical discussions on a wide variety of topics
- Seek advice and solutions from fellow tech enthusiasts
- Share your journey, experiences, and best practices
- Get tips on everything from coding to deployment and beyond
- Contribute to and benefit from a continually growing knowledge base
This forum aims to **strengthen our community bond** by fostering open communication, mutual support, and learning.
? We warmly invite you to join us today and be an active part of this dynamic forum. Your participation and expertise will not only help you but will also empower the entire OSELabs network.
? Join this forum
Let’s come together to build a strong, supportive tech community—because when we collaborate, we all succeed!
Red Hat Enterprise Linux 10, scheduled for release in 2025, represents a significant evolution in the Linux ecosystem, blending AI-driven management, hybrid cloud readiness, enhanced security, and container innovation.
AI-Powered Capabilities RHEL Lightspeed: A major highlight of RHEL 10 is Lightspeed, an AI-powered assistant integrated directly into the command line interface. It leverages generative AI to provide natural language assistance, troubleshooting help, and intelligent system management recommendations. This is designed to simplify Linux administration, especially bridging the Linux skills gap by assisting both new and experienced users with context-aware guidance and actionable advice.
AI-Ready Infrastructure: RHEL 10 incorporates kernel-level optimizations to support AI workloads efficiently, including dynamic scheduling, improved latency handling, and enhanced hardware acceleration for GPUs and specialized AI accelerators from Nvidia, AMD, and Intel. This means AI and machine learning frameworks like TensorFlow and PyTorch run smoothly and natively on RHEL 10, supported by containerized frameworks and integrated drivers.
AI Telemetry & Observability: Built-in telemetry tools monitor AI workloads’ performance and resource utilization, feeding proactive insights via Red Hat Insights. This enables administrators to tune performance and detect anomalies early, ensuring stable AI application deployment.
Red Hat Enterprise Linux AI Foundation: RHEL 10 forms part of Red Hat’s AI ecosystem called Red Hat AI, alongside Red Hat OpenShift AI and Red Hat AI Inference Server, delivering a secure and scalable foundation optimized for AI/ML production pipelines and large language model development.
Other Key Features and Innovations Image Mode Deployment: RHEL 10 introduces an innovative image mode which deploys the OS as a bootable image with layered applications on top. This reduces configuration drift and simplifies updates compared to traditional package-based deployments, improving consistency across environments.
Extended Hybrid Cloud Support: Pre-tuned RHEL images support leading clouds (AWS, Azure, Google Cloud) allowing seamless hybrid and multi-cloud deployments.
New Developer Tools: Updated language stacks (PHP 8.3, Git 2.47, MySQL 8.4) and support for Windows Subsystem for Linux enhance developer productivity.
Security Enhancements: Post-quantum cryptography support and advanced security tooling provide better defense against evolving cyber threats, with capabilities to handle Common Vulnerabilities and Exposures (CVEs) proactively.
Architecture Expansion: Early developer previews for RISC-V architectures highlight Red Hat’s commitment to emerging platforms.
Summary
RHEL 10 is a transformative release that integrates AI-driven Linux management, a container-native deployment mode, and a broad set of developer and security enhancements. Organizations planning a transition to RHEL 10 can expect an OS optimized for the demands of AI workloads, hybrid cloud environments, and modern enterprise infrastructure with support designed to simplify management and increase operational efficiency.
For more detailed information and resources, visit:
Red Hat's official RHEL 10 blog and product page
Red Hat AI solution overview
Tutorials on RHEL Lightspeed and image mode
If your forum topic is about "Upcoming Red Hat RHEL 10 AI," this detailed breakdown covers key innovations and how AI technologies are integrated into the platform for improving enterprise Linux experience and operations.
Let me know if you want a formatted forum post draft with this content!The upcoming Red Hat Enterprise Linux (RHEL) 10, expected in 2025, is a major evolution emphasizing AI-driven capabilities, hybrid cloud readiness, and enhanced security.
Key AI Features in RHEL 10: RHEL Lightspeed: An AI-powered assistant embedded in the command line that provides natural language support for troubleshooting and system management, helping bridge Linux skills gaps.
AI Infrastructure Enhancements: Kernel-level optimizations for balancing AI inference and training workloads, GPU and accelerator integrations (NVIDIA CUDA, AMD ROCm, Intel oneAPI), and native support for AI frameworks like TensorFlow, PyTorch, and OpenVINO.
AI Telemetry: Built-in telemetry agents collect detailed AI workload metrics, feeding Red Hat Insights for proactive performance tuning and anomaly detection.
Red Hat AI Ecosystem: RHEL 10 forms the foundation of Red Hat AI, supporting large language model development, testing, and production-ready AI applications.
Other Highlights: Image Mode Deployment: OS deployed as a bootable image with layered apps, reducing configuration drift and simplifying updates.
Hybrid Cloud Support: Pre-tuned RHEL images ready for AWS, Azure, and Google Cloud.
Updated Developer Tools: Including PHP 8.3, Git 2.47, and Windows Subsystem for Linux support.
Security Enhancements: Post-quantum cryptography and proactive CVE fixes.
Architecture Expansion: Early support for RISC-V platforms.
This makes RHEL 10 a strategic, AI-ready Linux OS optimized for complex enterprise and cloud environments. It empowers IT teams with intelligent management, stronger security, and improved developer experience.
