Explore edge computing through a live demonstration featuring Kubernetes deployment on edge devices in this 39-minute conference talk from KubeCon + CloudNativeCon. Watch presenters Xavier Avrillier and Antonia von den Driesch from Giant Swarm showcase a real-time AI detection system using a Raspberry Pi, camera, and Kubernetes cluster connected via KubeEdge. Witness how the edge device identifies raised hands, transmits data to a Kubernetes cluster, and visualizes results instantaneously. Discover the unique challenges of running Kubernetes beyond traditional cloud environments, including connectivity limitations, resource constraints, and security considerations. Learn about KubeEdge's innovative approach to managing decentralized workloads and understand how this technology enables powerful new possibilities across various industries. Gain insights into the convergence of artificial intelligence, Kubernetes orchestration, and edge computing as the presenters demonstrate practical applications of this rapidly growing area in cloud native technology.