Latest technical articles & videos.

OpenShift:

• Build an enterprise RAG system with OGX,
• Testing infrastructure red teaming with abliterated models,
• OpenShift OpenTelemetry observability complete signal collection with Datadog export,
• Trust the OpenShift Local Root CA on your workstation,
• Running AI inference on Rebellions ATOM NPU with Red Hat AI,
• GitOps in Action: A Hands-On Guide to Argo CD Using a Dynamic Web Application,
• GitOps-Driven Installation of Red Hat OpenShift AI on IBM Fusion with Argo CD,
• GitOps-Driven Model Serving on Red Hat OpenShift AI with OpenShift GitOps (Argo CD) on IBM Fusion HCI,
• Running Disaggregated LLM Inference on IBM Fusion HCI,
• Deploying LLMs on OpenShift AI 3.0 with Intelligent Load Balancing,
• Building an AI Chat Interface with GenAI Playground and MCP Tools on OpenShift AI 3.0,
• Fine-Tuning FunctionGemma for OpenShift Commands with LoRA on OpenShift AI,
• LM-Eval on OpenShift AI: From Setup to Custom Evaluations,
• Exploring Docling + Langflow: Building a RAG Pipeline on OpenShift,
• Exploring GuideLLM: Benchmarking a Live LLM on OpenShift,
• How We Built an Observability Stack for llm-d on OpenShift AI,
• Kiali and MCP: Bringing AI-native observability to Red Hat OpenShift Service Mesh,
• Manage MCP servers on Red Hat OpenShift with the MCP lifecycle operator,
• What’s new in OpenShift Container Platform system management,
• Owning the system clock: Good enough?
• Protect your Kubernetes Operator from OOMKill,
• Red Hat build of Cryostat 4.2: Enhanced Java monitoring for OpenShift,
• Improve vLLM Semantic Router accuracy with fine-tuning,
• Evaluation-driven development with EvalHub,
• Deploy Hermes Agent on OpenShift AI with vLLM model serving,
• Accelerate autoscaling inference in Red Hat AI with Everpure,
• Fragnesia and friends: When page cache vulnerabilities keep coming back,
• OpenShift Virtualization 4.21: Removing complexity from your virtual machine networking workflow,
• Build modular AI pipelines with OpenShift AI and reusable components,
• iSCSI vs. NVMe/TCP: The ultimate storage showdown for Red Hat OpenShift Virtualization,
• An overview of confidential containers on OpenShift bare metal,
• Type what you want to break: AI-assisted chaos engineering with Krkn,
• Architecting OpenShift Pipelines as Code for Enterprise Monorepos: A Technical Guide,
• A single dashboard for your cluster network with Network Health,
• OpenShift 4.18 Ingress Architecture: Sharding Strategies, Metric Thresholds, and High-Volume Traffic Management,

Containers:

• BYOM Provider: Bring Your Own CVMs to run Confidential Containers,
• UBI 9 and 10 builders on Paketo Buildpacks with multi-arch support,
• Image Sealing with composefs,

RHEL:

• General Availability of AlmaLinux OS 9.8 and 10.2 Stable!
• Building the levee: Why Red Hat’s post-quantum strategy is already in production,
• Context-aware advisor recommendations in Red Hat Lightspeed,
• The new reality of supply chain trust: Why platform-native security is non-negotiable,
• Solutions for SELinux MCS challenges with GitLab runners,
• Convert and upgrade your RHEL-like system to RHEL in one go,
• 4 reasons to start using image mode for Red Hat Enterprise Linux right now,
• Advancing post-quantum capabilities of SSH in Red Hat Enterprise Linux,
• 7 features of Red Hat Identity Management you need to know for the modern enterprise,
• From Amazon Linux 2 to RHEL: Plan your conversion,
• When certificates expire 8x faster, manual renewals break,
• Is digital sovereignty illusory without open source and a trusted supply chain?
• Stop managing, start orchestrating: Streamlining catalyst operations with Red Hat Ansible Automation Platform,
• AI in production at the industrial edge: A repeatable path with Red Hat and Intel,
• Beyond automation: Why the surge in AI-driven security vulnerabilities demands human technical advocacy,
• The next evolution of Red Hat documentation is here,
• Installing Red Hat Enterprise Linux 10 from a bootc image with bootc,
• Build security into ITOps from the start with automation,
• Planning your path forward from Amazon Linux 2: Why consistency is the ultimate upgrade,

Miscellaneous:

• Using a local Renovate bot to manage Ansible collection dependencies,
• LLM Proxy Cache: Why and How to Use It,
• How we built integration testing for fast-moving AI backend,
• The same 16 GPUs, twice the users: Inference-aware routing for LLM clusters,
• stalld’s BPF Backend: Breaking Free from debugfs,
• LogAn: Large-scale log analysis with small language models,
• Benchmarking AI inference on CPUs: A transparent blueprint for the enterprise,
• Claude as your performance analysis partner,
• From context to dreams: architecting memory for AI agents,
• Learn to optimize, deploy, and benchmark LLMs with vLLM: A New Free Course,
• Speculators v0.5.0: DFlash support and online training,
• Understanding evaluation collections in EvalHub,
• Why your database benchmarking data is probably wrong (and how I fixed mine),
• Use Claude Code Hooks to Know When Claude Is Waiting for Input,
• AWS Interview Question: AWS S3 Cross-Account Access Setup explained.