Automation and management

Discover how Red Hat Lightspeed MCP integrates AI to help simplify vulnerability management, prioritize security risks, and automate remediation planning.

Take a look back at Red Hat Developer's most popular articles of 2025, covering AI coding practices, agentic systems, advanced Linux networking, and more.

Use Red Hat Lightspeed to simplify inventory management and convert natural language into inventory API queries for auditing and multi-agent automation.

Learn how to automate the installation of Oracle Database 19c on Red Hat OpenShift Virtualization using Red Hat Ansible Automation Platform with this guide.

This guide covers the essentials of Kubernetes monitoring, including key metrics, top tools, and the role of AI in managing complex systems.

Simplify the management of numerous Red Hat OpenShift HyperShift (HCP) clusters

Get a step-by-step guide to integrating a custom AI service with Red Hat Ansible Lightspeed.

Automate amazon.ai workflows with Ansible: Deploy Bedrock agents, generate personalized content, and monitor resources with DevOps Guru for auditability.

Most log lines are noise. Learn how semantic anomaly detection filters out repetitive patterns—even repetitive errors—to surface the genuinely unusual events.

Learn how to enable Red Hat Lightspeed in disconnected environments with Red Hat Satellite 6.18. Set up advisor and vulnerability services to manage risk.

Learn how to migrate from Red Hat Ansible Automation Platform 2.5 RPM on Red Hat Enterprise Linux (RHEL) 9 to the containerized version 2.6 on RHEL 10.

Optimize AI scheduling. Discover 3 workflows to automate RayCluster lifecycles using KubeRay and Kueue on Red Hat OpenShift AI 3.

Learn about automating custom compliance checks in OpenShift using the CustomRule custom resource definition, which extends compliance operator capabilities.

Troubleshoot and benchmark OpenShift Virtualization workloads by seamlessly booting VMs on bare metal using NetApp Trident and FlexClone technology.

Learn how to use Red Hat Lightspeed image builder to create images that are more compliant to a wide set of regulatory policies and frameworks.

Discover how LF Energy SEAPATH, an open source reference design for real-time platforms, is being used on RHEL to modernize electrical substation automation.

Learn how to run performance tests using benchmark-runner on Kubernetes and OpenShift pods and virtual machines.

Learn how to automate builds of golden images for Red Hat OpenShift Virtualization using Packer.

Learn how to deploy LLMs on Red Hat OpenShift AI for Ansible Lightspeed, enabling on-premise inference and optimizing resource utilization.

Your Red Hat Developer membership unlocks access to product trials, learning resources, events, tools, and a community you can trust to help you stay ahead in AI and emerging tech.

Krkn-AI automates AI-assisted, objective-driven chaos testing for Kubernetes. Discover how it addresses the challenges of reliability in modern systems.

Learn more about the Red Hat OpenShift continuous performance testing journey, and why it’s important to integrate CPT into CI/CD pipelines.

Examine the common frustrations of air-gapped OpenShift installations and a proven solution to simplify the process.

Explore key updates in Red Hat Ansible Automation Platform 2.6, including the self-service automation portal and Ansible Lightspeed intelligent assistant.

HyperShift streamlines OpenShift cluster management with hosted control planes, cutting costs, accelerating creation, and efficiently scaling large fleets.