Many of us in the tech world hear about Kubernetes daily. We understand the concepts — container orchestration, deployments, services, scalability. But sometimes, seeing is believing. How cool would…

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Learn how to set up and observe Kubernetes autoscaling in action with a hands-on demo using Docker Desktop on a Windows laptop. Deploy a sample application, generate load, and watch Kubernetes automatically adjust resources by scaling pods up or down according to CPU usage through Horizontal Pod Autoscaling (HPA). Follow the provided step-by-step guide, including configuring necessary tools and handling common issues during setup.

Kubernetes Autoscaling Live: A Hands-On Demo on Your Windows Laptop

Step 3: Generating Load (and Avoiding a Shell Pitfall)