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title: The new Google way of developing Agents | daily.dev
description: Google has released agents-cli, an open-source CLI tool and skills package that enhances AI coding assistants (Gemini CLI, Claude Code, Codex, etc.) with the...
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# The new Google way of developing Agents

**[AI](https://daily.dev/sources/ai)** · [@summonair](https://daily.dev/summonair) · 35 upvotes · 7 comments

## Summary

Google has released agents-cli, an open-source CLI tool and skills package that enhances AI coding assistants (Gemini CLI, Claude Code, Codex, etc.) with the ability to build, evaluate, and deploy AI agents on Google Cloud's Gemini Enterprise Agent Platform. It provides scaffolding commands, evaluation tooling (LLM-as-judge, trajectory scoring), and deployment targets including Agent Runtime, Cloud Run, and GKE. Local development works with an AI Studio API key without requiring Google Cloud, while cloud deployment and publishing to Gemini Enterprise require a GCP project. The tool wraps Google's Agent Development Kit (ADK) and adds CI/CD, observability, RAG datastore provisioning, and multi-environment infrastructure setup.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://github.com/google/agents-cli>

## Community discussion

Top comments from developers on daily.dev.

**@apiphine** · 2 upvotes

> The license is open
> 👉 The ecosystem is not

**@bobbyiliev** · 2 upvotes

> Interesting. Has anyone tested it?

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---

Tags: [#google-gemini](https://daily.dev/tags/google-gemini)

[View this post on daily.dev](https://daily.dev/posts/the-new-google-way-of-developing-agents-yro7bz1cj)

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