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Are your JVM benchmarks giving you false readings? 📈 Warm up for our Devoxx Belgium sessions by checking out our performance tuning resources, memory management guides, and JVM optimization cheat sheets. All things #Java 👇 red.ht/3SvE7wW
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Before attending our Devoxx Belgium talks on owning the inference layer, take some time to walk through this step-by-step learning path to prototype local LLMs using Podman #AI Lab and scale them up to #OpenShiftAI. Know before you go! 🔗 red.ht/4dajfm6
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Brush up on key #Quarkus concepts or transition your existing #Java code with our Quarkus Cheat Sheet & interactive learning paths, before Devoxx Belgium next week. Get started 👇 📄: red.ht/4ysEMPs 💻: red.ht/3VIBUiK
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Heading to Devoxx Belgium to learn about building #AI Agents in Java? Before catching sessions on LangChain4j and Agentic Systems, learn the foundational patterns for LLM integration, prompt handling, and agent workflows. Get a head start ➡️ red.ht/4yrgXYh
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Empower your #AI journey with #RedHat #OpenShift AI. Sovereign AI means more than just local data storage; it's about having full technological control and independence. #Opensource software fosters transparency, enabling you to run AI on your terms. 🔗 red.ht/4hjh1TT
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🇧🇪 Devoxx Belgium is right around the corner! Make sure Booth #8 is on your floor map. Stop by to chat with our open-source experts, check out live demos, and grab some exclusive Red Hat swag (while supplies last)! 🔗 red.ht/4hekwek
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Tired of manual RAG parameter tuning eating up engineering hours and GPU budget? Discover how #AutoRAG pipeline optimization in #RedHat #OpenShift #AI streamlines parameter sweeps for chunking, embeddings, and reranking. Learn more: red.ht/3Tlpoov
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Scale #OpenShift infrastructure smarter. Cluster Autoscaler handles general workloads with 0️⃣ config, while KEDA MachineSet autoscaler gives you metric-driven control for dedicated node pools. Pick the approach that matches your demand: red.ht/4xG3LgS
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Migrate from legacy VLAN-based tenant networks to #OpenShift Virtualization without re-architecting your infrastructure. Localnet CUDNs enable seamless transitions while maintaining existing network topology and delivering near-line-speed performance. 🔗 red.ht/4hmTMXO
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📈 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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Transform e-commerce. Integrate #AI-driven recommendations, automated review summaries, and smarter search into your storefront. Level up the UX: red.ht/4nJmTr8
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Tool calling is where agentic #AI demos fail in production. Discover why schema drift, unhandled execution errors, and non-deterministic tool outputs create the "last-mile problem," and how to build resilient execution interfaces on #OpenShift AI. ➡️ red.ht/4qXaHEw
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Automate AI red teaming to secure enterprise LLMs. Learn how #RedHat #OpenShift AI's ART pipeline converts policy documents into targeted adversarial attacks, identifying prompt injection and safety gaps before models hit production. Read more: red.ht/3UxnxgJ
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Day 2️⃣ of @javazone is rolling! If you haven't stopped by Booth #50 yet, now’s your chance. Test your luck with our key challenge before swag runs out, test out our interactive labs, or just talk shop with our #opensource architects. See you there! ☕⚡
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🎉 @javazone 2026 is officially here! NOVA Spektrum is buzzing, and the Red Hat Developer team is ready for you at Booth #50. Stop by for: 🔹 Hands-on SME-led labs 🔹 Lock & key swag challenge 🔹 Deep dives into modern Java tooling Come say hi! 👋
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Bridge the gap between pod status and actual GPU usage. GPU-pruner uses @nvidia DCGM telemetry to identify idle workloads and scale Deployments, StatefulSets, or #Kubeflow Notebooks to zero, preserving configurations for easy restoration. 🔗 red.ht/4xoIk4C
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Integrating #AI into your #Java #microservices? Don't build in a silo. Catch the Red Hat Developer team at booth #50 in NOVA Spektrum this week. Get live demos, explore modern dev tooling, and unlock free #developer resources. Know before you go: red.ht/3UWQym4
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Think you have the key to unlock the vault? 🔑 Visit Booth #50 at @javazone to test your luck with our lock and key game for a chance to win exclusive #RedHat swag, grab hands-on lab time with our experts, and discover what's next in enterprise #Java. 🔗 red.ht/javazone2026
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📄 Stop ctrl+f through policy docs. Build a lightweight assistant to handle HR queries so you can get back to high-value coding. Deploy the bot: red.ht/3RkOvqj
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Move beyond static benchmarks for enterprise #AI. A holistic, 5️⃣-pillar strategy helps platform teams monitor real-world performance, enforce safety guardrails, and optimize model reliability across hybrid clouds. Read on to learn more: red.ht/4y20B7E
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If you’re optimizing cloud-native #Java or exploring #Kubernetes-native frameworks like #Quarkus, swing by Booth #50. Connect with our experts, jump into interactive labs, and level up your stack. @javazone 📖 Start your prep now: red.ht/3SvE7wW
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Heading to @javazone next week? 🚀 Make sure to add booth #50 to your floor plan! Stop by to chat #opensource tech, participate in hands-on SME-led labs, and snag some limited-edition #RedHat swag. 🔗 Plan your visit: red.ht/javazone2026
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Bring software engineering rigor to your #AI lifecycle. #RedHat #OpenShift AI and #GitOps create a version-controlled MLOps arch to track model artifacts, automate deployment pipelines, and promote models reliably from sandbox to production. Read more: red.ht/3SRVkAH
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Cut #AI inference costs and eliminate bottlenecks with #RedHat #OpenShift AI. Powered by @RedHat_AI Inference Server & llm-d, it optimizes GPU memory, streamlines routing, and delivers predictable hybrid cloud performance. Learn how: red.ht/4iaogyn
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Stop digging through logs. Use an #AI agent to identify #Ansible errors, route them to the right team, and get guided remediation steps. ⚡ Speed up your troubleshooting. red.ht/3OclYC8
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Stop overthinking your #AI stack. Deploy focused, community-driven AI use cases in minutes on #RedHat AI. Fast, simple, and built for the real world. Chose the #AI Quickstart that best suits your needs: red.ht/486VKYf
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Fast development and enterprise-grade protection go hand in hand with #RedHat Advanced Developer Suite. Combine an internal #developer portal with trusted supply chain tools to keep your builds moving fast and securely. Don't miss our new trial: red.ht/4bIk0BZ
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🧠 Give your LLM a memory upgrade. Implement Retrieval-Augmented Generation (RAG) to serve accurate, context-aware responses using your own enterprise data. Build it here: red.ht/3QaknNy
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Explore learning materials and tools designed to help you use #RedHat #OpenShift AI and Red Hat Enterprise #Linux AI, organized by the tasks you need to accomplish. The Red Hat AI learning hub is your one-stop shop for all things AI. ➡️ red.ht/4z1MS1Y
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Build #AI that healthcare can trust. Deploy an assistant with built-in PII detection and content moderation layers. Privacy-first, developer-friendly: red.ht/3OlZte5
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👀 ICYMI: #RedHat and @NVIDIA are bringing enterprise-grade AI development directly to the developer’s desk. By pairing #RHEL 10 with NVIDIA DGX Spark, we’re tackling cost and data sovereignty to accelerate your AI journey. Explore the dev preview: red.ht/42HZQDr
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Are you currently building skills for #AI agents? #RedHat engineers have compiled key learnings on designing skills that are scalable, portable, and cost-effective. Read our guide to AI skill development: red.ht/4pM7TcJ
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Fast development and enterprise-grade protection go hand in hand with #RedHat Advanced Developer Suite. Combine an internal #developer portal with trusted supply chain tools to keep your builds moving fast and securely. Don't miss our new trial: red.ht/4vHTWxQ
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Private app dev, optimized. Use #NVIDIA Nemotron models via Models-as-a-Service on your own multi-tenant #RedHat #AI infra. ⚡Scale fast: red.ht/3ROmEz8
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#OpenClaw is now available on #RedHat Developer Sandbox with features that protect your API keys and credentials from exposure. Spin up a sandboxed #AI assistant in minutes and try claw-operator for yourself. 🔗 red.ht/4bF6RcN
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CVE disclosure takes a long time, leaving systems vulnerable for weeks or months. Discover how researchers are using #AI to analyze natural language in bug reports to flag vulnerabilities before they slip into production in the latest RHRQ. 🔗 red.ht/4frRtSr
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Transform e-commerce. Integrate #AI-driven recommendations, automated review summaries, and smarter search into your storefront. Level up the UX: red.ht/4nJmTr8
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Stop overthinking your #AI stack. Deploy focused, community-driven AI use cases in minutes on #RedHat AI. Fast, simple, and built for the real world. Chose the #AI Quickstart that best suits your needs: red.ht/486VKYf
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Bridge the gap between your local dev and @OpenShift with a secure, GUI-driven experience built for the enterprise. No more "works on my machine" excuses! Read on to learn more: red.ht/4t8jVhY
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📈 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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Explore how #AI agents need enterprise context to operate safely at scale. Internal developer portals transform into infrastructure that agents query programmatically, providing catalogs, golden paths, and compliance guardrails. 👉 red.ht/442YUKf
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Friction between IT ops and devs? You need more than just new tools. The Red Hat Application Platform Foundations engagement assesses your SDLC gaps and helps build a standardized software factory to empower your teams. Learn how: red.ht/3SgTVD4
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Private app dev, optimized. Use #NVIDIA Nemotron models via Models-as-a-Service on your own multi-tenant #RedHat #AI infra. ⚡Scale fast: red.ht/3ROmEz8
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Transform e-commerce. Integrate #AI-driven recommendations, automated review summaries, and smarter search into your storefront. Level up the UX: red.ht/4nJmTr8
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👀 ICYMI: #RedHat Desktop is here! Manage containers & pods via an intuitive GUI on #Linux, #macOS, or #Windows. Integrated with Red Hat platforms for a seamless dev-to-cloud workflow. #RHSummit ⬇️ Download: red.ht/49yDgAG 📖 Details: red.ht/3P7Bkbl
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Stop ctrl+f through policy docs. 📄 Build a lightweight assistant to handle HR queries so you can get back to high-value coding. Deploy the bot: red.ht/3RkOvqj
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Thanks for joining us at #RHSummit and #DevZone. We had so much fun building and innovating with you all. Safe travels home, and we can’t wait to see you again next year! 🚀 👋
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Today is your last chance to stop by the #DevZone at #RHSummit! Share ideas, solve problems, and collaborate with the brightest minds in the ecosystem. 💡🧠 Your next breakthrough starts here! red.ht/41wMxFd
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🤖 We’re at #RHSummit with Repo to talk about everything, from #AI to Red Hat @OpenShift! Is Fedora Hummingbird the game changer for AI workloads, and can you turn your laptop into an AI-powered lab? 🚨(Spoiler alert: the answer is YES!) See you at the #DevZone!
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🌃🎮 Tonight is the night. Late-Night Labs kick off at #RHSummit! Grab a seat, tackle the solo challenge, and turn your technical knowledge into raffle entries. Whether you're here for the win or the code, don't miss out. red.ht/4vsHjrU
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Building #AI agents shouldn't feel like a local experiment that stays local. Red Hat Desktop is here to turn your laptop into an AI power lab. Sandbox agents, use enterprise-hardened images, and push to #OpenShift without skipping a beat. #RHSummit red.ht/4tco4jK
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🚀 We are excited to announce #RedHat Desktop! Manage containers & pods via an intuitive GUI on #Linux, #macOS, or #Windows. Integrated with Red Hat platforms for a seamless dev-to-cloud workflow. #RHSummit ⬇️ Download: red.ht/49yDgAG 📖 Details: red.ht/3P7Bkbl
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Sharpen your skills at #DevZone. From #OpenShift to #AI-driven dev tools, we’ve got the technical deep dives and peer networking you need to stay ahead. Don't miss out on the action! #RHSummit red.ht/41wMxFd
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🎉 The #DevZone at #RHSummit is officially open! Dive into hands-on demos and the latest in #cloudnative tools. Connect with experts and see what’s next for #opensource. See you there! red.ht/41wMxFd
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Build #AI that lasts. Join Community Day at #RHSummit TODAY! Our opening session will show you how #opensource unlocks the full potential of enterprise AI through responsible collaboration. Let’s evolve together. red.ht/3PXefIJ
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