Red Hat — Volume 341, Issue 4

Red Hat

Volume 341, Issue 4 · 15 articles from 2 issues

In This Issue

Why AI Infrastructure Must Be Built in the Open (Red Hat, Thursday, August 20th, 2026)

Red Hat argues no single company can keep pace with simultaneous change across every layer of the AI stack. Read more

Stop Paying for the Same Prompt: Optimize AI Costs With Redis on Red Hat OpenShift (Red Hat, Tuesday, August 18th, 2026)

Red Hat shows how semantic caching with Redis on OpenShift cuts LLM API spend on repetitive and irrelevant queries. Read more

Unify IT Workflows at Scale With the New Automation Orchestrator for Ansible Automation Platform (Red Hat, Friday, August 21st, 2026)

Red Hat makes automation orchestrator generally available, a composable workflow canvas for Ansible Automation Platform. Read more

Why Proprietary Software Isn't a Retrospective Trend but a Trap for Failure (Red Hat, Thursday, August 20th, 2026)

Red Hat challenges the telecom argument that closed source is inherently more secure, calling it dangerous in the AI era. Read more

From Experiment to Production: A Reliable Architecture for Version-Controlled MLOps (Red Hat, Wednesday, August 19th, 2026)

Red Hat pairs OpenShift AI with Git-for-data versioning to fix the which-dataset-did-I-use problem in ML pipelines. Read more

Scaling Agentic AI: How llm-d Enables Infrastructure Sovereignty (Red Hat, Wednesday, August 19th, 2026)

Red Hat argues open models alone do not deliver sovereignty when AI strategy still depends on constrained accelerator supply. Read more

llm-d: Breaking the Cost and Capacity Barriers (Red Hat, Tuesday, August 18th, 2026)

Red Hat argues inference efficiency now drives AI cost, and positions llm-d as the way to use scarce capacity well. Read more

Friday Five - August 21, 2026 (Red Hat, Friday, August 21st, 2026)

Red Hat's weekly roundup covers proprietary software security myths, enterprise AI at scale and other selected stories. Read more

Use EVPN in Red Hat OpenShift 4.22 to Integrate Production Networks Across Kubernetes Cluster Boundaries (Red Hat, Wednesday, August 5th, 2026)

Red Hat OpenShift 4.22 adds EVPN to integrate production networks across Kubernetes cluster boundaries. Read more

Curing Alert Fatigue: How Embedded AI is Redefining Red Hat OpenShift Cluster Troubleshooting (Red Hat, Thursday, August 6th, 2026)

Red Hat describes how embedded AI addresses alert fatigue in OpenShift cluster troubleshooting. Read more

The Migration Catalyst: Turning Virtualization Disruption into Application Innovation (Red Hat, Thursday, August 6th, 2026)

Red Hat frames virtualization disruption as a catalyst for application innovation rather than a migration burden. Read more

From Fragmented to Flawless: Unifying the AI Development Lifecycle (Red Hat, Friday, August 21st, 2026)

Red Hat's DagsHub quickstart for OpenShift AI unifies dataset versioning, annotation, experiment tracking and deployment. Read more

Why IT Security's Future is More than Just AI Models (Red Hat, Thursday, August 6th, 2026)

Red Hat argues IT security's future depends on more than AI models and warns against centralized control. Read more

Managing Virtual Machines on Red Hat OpenShift with Service Mesh (Red Hat, Friday, August 7th, 2026)

Red Hat demonstrates managing virtual machines on OpenShift using Service Mesh. Read more

Stop Burning Your AI Budget: Optimize GPU Usage and Model Deployment with Workflow Navigator (Red Hat, Friday, August 7th, 2026)

Red Hat offers workflow navigator guidance for optimizing GPU usage and controlling AI budget overruns. Read more

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