Managing a sprawling, diverse hybrid cloud can feel like trying to schedule a meeting that works for 4 different time zones, 3 different business units, and that 1 stakeholder who is “tentatively” available. It can be really, really tedious.

That’s where Red Hat OpenShift Lightspeed steps in. Think of it as your intelligent assistant living right inside your Red Hat OpenShift web console, ready to help you tackle cluster operations (without complaining). Here are 5 ways that OpenShift Lightspeed helps you cut down manual tasks and ease the daily grind—with sample prompts.

Get context-aware answers rooted in official product documentation

Instead of spending time manually searching through thousands of pages of official product manuals, you can query OpenShift Lightspeed in plain language. The assistant acts as an intelligent, version-aware guide—analyzing the latest Red Hat documentation and factoring in the specific version of Red Hat OpenShift and Lightspeed running in your cluster to provide tailored, accurate answers directly within your console.

Examples of what you can ask: 

  • "How do I configure a custom ingress controller?" 
  • "What are the prerequisite network requirements for setting up an OpenShift cluster?"
  • "How do I upgrade my cluster version without disrupting running workloads?"

Generate YAML, stop fiddling with indentation

Writing YAML manifests from scratch can be tedious and prone to syntax errors that stall deployments. OpenShift Lightspeed generates compliant, structured YAML configurations based on your specific natural language requests. This speeds up workflows and reduces manual coding errors for senior platform engineers while helping newer administrators generate valid configurations without starting from scratch.' 

Examples of what you can ask: 

  • "Generate a YAML file for a deployment running a basic NGINX server with 3 replicas." 
  • "Create a YAML configuration to set up a persistent volume claim using local storage."
  • "Generate a network policy manifest that limits traffic to pods in the production namespace."

Troubleshoot common issues by asking “why did that happen?”

When a pod crashes right before end-of-day, you don’t have time to wade through thousands of log lines. OpenShift Lightspeed analyzes the errors for you and walks you through exact diagnostic steps so you can fix the issue and get back to your evening.

Examples of what you can ask: 

  • "Investigate why my application pod is stuck in the ImagePullBackOff status and how I can fix it." 
  • "I am getting a CrashLoopBackOff error on my frontend pod. What is happening there?"
  • "How do I debug a node that has suddenly transitioned to the NotReady status?"

Simplify the path to cloud-native virtualization 

Moving from GUI-driven hypervisor management to Kubernetes-based virtualization introduces new concepts and workflows that can be daunting. To make that transition easier, OpenShift Lightspeed delivers intelligent assistance specifically tailored for Red Hat OpenShift Virtualization. Administrators can ask questions about migrating virtualized workloads, configuring storage, and managing VMs using familiar, straightforward language. 

Examples of what you can ask: 

  • “Is there a storage vMotion equivalent?"  
  • "How do I import a VMware virtual machine into OpenShift Virtualization?" 
  • "What is the process to configure live migration for my running virtual machines?"

View live cluster status and analyze active incidents

Through cluster-interaction capabilities, OpenShift Lightspeed moves beyond generalized guidance to retrieve real-time context from your active clusters. This allows system administrators and SRE teams to perform fast, natural-language health checks and diagnostic queries to proactively protect system uptime and reliability without opening a terminal or digging through multiple monitoring dashboards.

Examples of what you can ask: 

  • "Show me all degraded pods running in the payment-processing namespace." 
  • "Are there any active security alerts or failed deployments on my cluster right now?"
  • "Check the resource use of my worker nodes and identify any CPU bottlenecks."

You’ve probably already seen too many “memorize these top 100 prompts” posts on LinkedIn, so don’t feel obligated to commit these to memory. (It won’t hurt my feelings.) Instead, just remember that OpenShift Lightspeed is your helper—for the tedious, mundane, repetitive work required to run a hybrid cloud. So if you’re spending your days writing YAML and reviewing logs manually, I have a better idea. Let OpenShift Lightspeed take care of those tasks while you have more fun … or at least more time.

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About the authors

Ben has been at Red Hat since 2019, where he focuses on AI on Red Hat OpenShift after spending time on edge computing as well as Red Hat OpenStack Platform. Before this he spent a decade doing a mix of sales and product marking across telecommunications, enterprise storage and hyperconverged infrastructure.

Diego Álvarez is a Technical Marketing Manager at Red Hat, specializing in the intersection of Edge Computing and Artificial Intelligence. Over the last four years, he has focused on driving adoption for edge solutions and their ecosystem. Currently, he is deeply involved in the AI landscape, actively contributing to OpenShift Lightspeed, Red Hat's AI virtual assistant.

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