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Google: Deploy Your First Agent

BasicSkill Level
Updated 06/2026
Deploy ADK agents to production using Vertex AI Agent Engine and Cloud Run. Add persistent cross-session memory with Memory Bank.
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1 hr
17 Exercises
850 XP
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Course Description

Take your agents from localhost to production. This course teaches you to deploy ADK agents to Vertex AI Agent Engine and Cloud Run, with optional cross-session memory via Memory Bank.

Prerequisites

There are no prerequisites for this course
1

Understanding deployment

Learn the fundamentals of agent deployment and prepare your Google Cloud environment.
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2

Deploy to Vertex AI Agent Engine

Learn to deploy your first agent to Vertex AI Agent Engine with a single command.
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3

Production memory (memory bank)

Learn memory bank for cross-session memory. This is for awareness—full implementation details are in the ADK documentation.
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4

Deploy to Cloud Run

Learn to deploy agents to Cloud Run as an alternative to Agent Engine.
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5

Reading List

Reading list
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Google: Deploy Your First Agent
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