How to deploy an AI agent to Cloud Run (step by step)

This guide provides a step-by-step approach to deploying an AI agent to Google Cloud Run. It references the Agent Development Kit (ADK) documentation and includes a hands-on codelab for practical implementation. The content covers the essential tools and resources needed to get an AI agent running on a serverless cloud platform.

Key Points

• •Use Google Cloud Run for serverless deployment of AI agents
• •Reference the Agent Development Kit (ADK) documentation for implementation details
• •Complete the hands-on codelab to learn deployment best practices
• •Understand MCP (Model Context Protocol) concepts for agent communication
• •Follow step-by-step instructions to containerize and deploy your agent
• •Leverage serverless infrastructure for scalable agent hosting
• •Access official Google Cloud resources and documentation links

Workflow Diagram

Concepts