You shipped an AI product in four weeks. Now what happens when 100 users hit it at once? In this live demo workshop, we take an agent built with Google ADK and deploy it to Google Cloud the right way. We containerize it, push it to Cloud Run with auto-scaling and concurrency tuning, add Firestore for session memory so state survives across instances, and load-test it live to watch instances spin up under real traffic. You leave knowing the exact architecture to take your sprint project from laptop demo to production without rewriting it.