From Code to Cloud: 3 Labs for Deploying Your AI Agent

You've built a powerful AI agent. It works on your local machine, it's intelligent, and it's ready to meet the world. Now, how do you take this agent from a script on your laptop to a secure, scalable, and reliable application in production? On Google Cloud, there are multiple paths to deployment, each offering a different developer experience. If you are looking for a detailed architectural comparison to help you choose between Cloud Run, Google Kubernetes Engine (GKE), and Vertex AI Agent Engine, you can start by reading Choosing the Right Deployment Path for Your Google ADK Agents.