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 👇
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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!
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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
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
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
🇧🇪 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)!
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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
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
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
📈 Turn metrics into insights. Create interactive dashboards for #AI model performance and #OpenShift cluster metrics using #Prometheus.
Visualize your stack: red.ht/4vfMniD
Transform e-commerce. Integrate #AI-driven recommendations, automated review summaries, and smarter search into your storefront.
Level up the UX: red.ht/4nJmTr8
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
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
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! ☕⚡
🎉 @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! 👋
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.
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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
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
📄 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
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
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
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
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
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
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
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
🧠 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
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
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
👀 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
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
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
#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.
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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.
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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
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
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
📈 Turn metrics into insights. Create interactive dashboards for #AI model performance and #OpenShift cluster metrics using #Prometheus.
Visualize your stack: red.ht/4vfMniD
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
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
Transform e-commerce. Integrate #AI-driven recommendations, automated review summaries, and smarter search into your storefront.
Level up the UX: red.ht/4nJmTr8
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
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! 🚀 👋
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
🤖 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!
🌃🎮 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
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. #RHSummitred.ht/4tco4jK
🚀 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
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! #RHSummitred.ht/41wMxFd
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