Many Kubernetes users assume autoscaling "just works," but few have hands-on experience tackling real-world challenges. In this workshop, we'll explore built-in and advanced scaling mechanisms, including:

- VerticalPodAutoscaler (VPA)
- HorizontalPodAutoscaler (HPA)
- Knative
- Kubernetes Event-driven Autoscaling (KEDA)

Through hands-on scenarios—constant load, "business hours" patterns, spiky traffic, and varied container types—we’ll set up, operate, and fine-tune these tools. You'll gain insights into their pros and cons, learn how to monitor them effectively, and evaluate their impact in different environments.