Red Hat Developer

Compress large language models faster with LLM Compressor v0.10. Distributed GPTQ delivers multi-GPU support, compressed-tensors offloading handles models that exceed memory capacity, and GPTQ FP4 microscale support brings advanced quantization. red.ht/47IlaeH

#KubeCon + #CloudNativeCon EU 2026 is only a short couple of days away! Cloud-native is powerful, but managing it is a grind. Let’s talk about turning K8s complexity into a streamlined dev experience. Meet the #RedHat team at Booth #705 to talk IDPs. red.ht/4aEIsmt

Simplify multi-network policy management at scale with #RedHat Advanced Cluster Management for #Kubernetes. Define network rules once as ConfigMaps on your hub cluster and let automation handle the rest across all managed clusters. red.ht/4rzOeMx

Interested in learning about developer portals? 💻 Add the @rhdevelopers booth at #BackstageCon to your schedule. More info here: red.ht/4aEIsmt #KubeCon #CloudNativeCon

Optimize CPU and memory allocations across clusters, namespaces, and VMs with #RedHat Advanced Cluster Management 2.16. Right-sizing recommendations reach GA, delivering fleet-wide resource efficiency through integrated Grafana dashboards. red.ht/4shkJAs

Enable #Linux pressure stall information in #RedHat #OpenShift 4.21 using a MachineConfig object. Track resource contention beyond utilization metrics and improve debugging of resource starvation across your #Kubernetes cluster. red.ht/477SZ8Q

Access the full #RHEL package catalog for container development with a no-cost #RedHat Developer subscription. Build production-ready containers with databases, runtimes, and tools beyond UBI. Get started today! red.ht/3NJnviL

Automate credential management with the external secrets operator for #OpenShift #GitOps. Generate short-lived #GitHub tokens with a maximum lifespan of 60 minutes, reducing #security risks while keeping your GitOps workflow unchanged. red.ht/4bOJEW0

Manage @RedHat #OpenShift #AI dependencies with ease using the odh-gitops repository. Choose between CLI control or Argo CD automation, customize with #Kustomize, and deploy all required operators with predefined configurations. red.ht/4rAWTya

Maximize #AI efficiency with the #NVIDIA RTX PRO 4500 Blackwell Server Edition on #RedHat #OpenShift. Configure NVFP4 quantization for high-performance inference and scale workloads across the data center and edge. 🛠️ Read on to learn more: red.ht/47nHs5x #NVIDIAGTC

🎫 Our golden ticket winners are here -- all together in the front row of the #NVIDIAGTC keynote. 🙌

Bridging the gap between VMs and containers is easy with #OpenShift virtualization. Run VMs right inside containers and modernize with a single line of YAML. Try it in the Developer Sandbox. red.ht/45mnbMv

Deploy enterprise-grade RAG systems on @RedHat #OpenShift #AI. Leverage GPU acceleration, ensure data isolation, and automate ingestion pipelines. Experience high-performance inference and multi-tenant knowledge bases for HR, Legal, and more. red.ht/4ro5yV7

We recently announced the GA of the #RedHat build of Podman Desktop! You can now streamline your container dev with a powerful GUI and seamless @OpenShift integration. Give it a try. red.ht/4jAV7e8

Dive into what's under the hood of containers. Our Container Internals learning path teaches you everything you need to know about containers, images, and registries. Get hands-on with #Podman and #OpenShift. red.ht/4kQ0ebc

Create a robust, automated CI/CD pipeline for #RHEL image mode using #GitLab. Leverage bootc for immutable, verifiable OS deployments. Streamline your workflow with this step-by-step guide to building, packaging, and deploying OS artifacts. red.ht/4rQEVIP

Deliver applications faster and in a reproducible way with the @RedHat Certified Engineer (RHCE) #Ansible #Automation Study Guide. Check out everyone's favorite study guide👇 red.ht/3LX9LjE

Master #Kubernetes networking with MetalLB. Configure LoadBalancer services for on-premise deployments without cloud provider magic. Expose any port, any protocol. ⬇️ red.ht/4k0JehK

Unlock AI-driven insights with Red Hat OpenShift 4.21. Leverage automated security signing and local development tools to accelerate your build and deploy processes. Embrace the future of enterprise-grade Kubernetes today. red.ht/3M9tAnV

Don’t let your data vanish with your pod. Master Persistent Volume Claims (PVCs) on #RedHat #OpenShift in under an hour. Learn to create, clone, and expand storage that stays put. 🛠 Level: Beginner 💻 Tooling: Developer Sandbox + oc CLI ⏱ Time: 45 mins red.ht/4up8h2Z