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Joined June 2015
Simplify package upgrades with dependency analytics. Detect vulnerable dependencies directly in your IDE, get clear remediation guidance, and apply quick fixes to upgrade to hardened versions without breaking changes. #security #opensource 馃敆 red.ht/4zOGElV
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Red Hat Developer retweeted
Red Hat AI Factory with @NVIDIA is helping enterprises scale autonomous agents with trusted security and control. The latest innovations span agent safety with the OpenShell Reference Architecture, optimized support for the latest open models, and Day 0 enablement for NVIDIA Vera Rubin. Learn more: red.ht/4z3zmuy #NVIDIAGTC
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Red Hat Developer retweeted
Red Hat Enterprise Linux 26.03 is here, delivering a partner-optimized edition of #RHEL to support the latest @NVIDIA hardware, including the upcoming Vera Rubin platform. Get hardware enablement on Day 0 without changing operating systems or sacrificing security controls like SELinux. red.ht/4i5v0M8 #NVIDIAGTC
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鈿掞笍 Build smarter applications with semantic judgments. Jev uses Choice, Noul, and Score question types to assess customer intent, frustration levels, and routing decisions, all from structured state. Confidence metrics keep humans in the loop. #AI red.ht/4iwGBFe
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Integrate #AI directly into your ticketing workflows with the speeding-up-ticket-resolution quickstart. Built on #OpenShift AI, it demonstrates agent routing, RAG knowledge bases, evaluation frameworks, and distributed tracing. 馃憖 See for yourself. red.ht/3U7MIXd
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馃搱 Turn metrics into insights. Create interactive dashboards for #AI model performance and #OpenShift cluster metrics using #Prometheus. Visualize your stack: red.ht/4vfMniD
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Perform rolling updates of existing running applications, which means you can spin up a different version of an application鈥攏ewer or older鈥攖han the current one, and have the traffic automatically routed to it. Get started. 猬囷笍 red.ht/3ZTwQqF
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Deploy and manage models flexibly and consistently on #RHEL or #OpenShift. Get supported, fit-for-purpose Granite models and tune them easily with InstructLab. Bring #AI to your enterprise with #RedHat AI. 馃攽 red.ht/3Z1RF2D
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馃敁 Unlock efficient memory management in #OpenShift Virtualization. See how MGLRU algorithms, live migration, and cluster-wide balancing shift from rigid 1:1 reservations to smart, pressure-aware orchestration that maximizes your hardware utilization. red.ht/4jHzhrJ
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Compare #opensource inference engines for production #AI workloads. vLLM and SGLang each started with different approaches to GPU memory management, but both now deliver fast performance for agents, RAG pipelines, and chat applications. Check it out 猬囷笍 red.ht/47Q48uO
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Double inference throughput with 0锔忊儯 accuracy loss. @RedHat_AI released FP8 & DSpark speculative decoding checkpoints for NVIDIA Nemotron Super 3.5 VL (120B MoE). Optimizations yield 2x gains on Hopper GPUs. Available on Red Hat AI Factory with @nvidia. red.ht/4dH3OlD
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Transform your #RHEL 10 operating system into an OCI container image using image mode. Test with bcvk's ephemeral mode, run persistent VMs, or create bootable disks - no configuration drift, just consistent deployments. Build once, deploy everywhere. red.ht/3UjZcv7
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