In this session, we will explore Google Cloud Agents CLI, a developer tool that brings AI-assisted development into the entire AI Agent lifecycle:

Build → Run → Evaluate → Deploy → Observe

Through a hands-on demo, we will build an AI Agent using the Google Agent Development Kit (ADK) and use Agents CLI together with an AI coding agent. We will also explore Agent Skills, which provide specialized instructions and workflows that help AI coding agents understand how to work with ADK, Agents CLI, and Google Cloud. Instead of developers having to remember every command, configuration, and best practice, the coding agent can progressively discover the knowledge it needs and help execute each stage of the development workflow.

Attendees will learn how to:

Understand the workflow and capabilities of Google Cloud Agents CLI
Build an AI Agent with the Google Agent Development Kit (ADK)
Use an AI coding agent to generate and improve agent code
Use Agent Skills to give coding agents specialized development knowledge
Add tools and capabilities to an AI Agent
Run, test, and debug an Agent locally
Create evaluation datasets and ground-truth test cases
Evaluate Agent responses
Deploy an AI Agent to Google Cloud
Reference

https://docs.cloud.google.com/iam/docs/create-and-deploy-agent
https://google.github.io/agents-cli/guide/quickstart-tutorial/