One command-line tool to scaffold, evaluate, and deploy AI agents on Google Cloud — built to be driven by your coding agent (e.g Antigravity, Claude Code, Codex). Scaffold a production-ready project, evaluate against a real signal, and ship to Agent Runtime, Cloud Run, or GKE or anywhere else!
Hey all, I'm Elia. I work with developers building agents on Google Cloud, and today we're launching Agents CLI.
You've probably run into this yourselves. You can build a demo agent in an afternoon, but getting one to production is weeks of work, and barely any of it is the actual agent. It's the plumbing around it: SDKs, MCP servers, auth, telemetry, CI/CD, and ten docs tabs open at once. Hand that to your coding agent (Antigravity, Claude Code, Codex) and it spends most of the session figuring out the setup instead of your agent's actual behavior.
So we built a CLI your coding agent can drive. Install it with one line:
`uvx google-agents-cli setup`
Then ask it something like "build an SRE agent that reads logs and drafts an incident report."
Under the hood it runs:
```
agents-cli create my-agent # scaffold: agent, tools, tests, Dockerfile, Observability, Terraform, CI/CD
agents-cli eval run # run the agent over a dataset and score it, so you iterate on numbers
agents-cli deploy # deploy to Vertex AI Agent Engine, Cloud Run, or GKE
```
Agents CLI will carefully support your coding agent into the whole path to production. It will leverage expert crafted templates, built-in evals, and it runs headless so your coding agent can keep going on its own and self-optimize based on what you specified as success criteria!
We optimize for ADK (Google's open-source agent framework) and Google Cloud, but you can customize as you prefer. You can adapt to any model or any custom setup you might have.
I'll be in the comments all day.
Any particular agent you'd like to ship? Drop it below and I'll tell you how I'd build it!
About agents-cli on Product Hunt
“The CLI your coding agent uses to ship agents”
agents-cli launched on Product Hunt on July 8th, 2026 and earned 120 upvotes and 25 comments, placing #9 on the daily leaderboard. One command-line tool to scaffold, evaluate, and deploy AI agents on Google Cloud — built to be driven by your coding agent (e.g Antigravity, Claude Code, Codex). Scaffold a production-ready project, evaluate against a real signal, and ship to Agent Runtime, Cloud Run, or GKE or anywhere else!
On the analytics side, agents-cli competes within Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how agents-cli performed against the three products that launched closest to it on the same day.
Who hunted agents-cli?
agents-cli was hunted by Elia Secchi. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of agents-cli including community comment highlights and product details, visit the product overview.
Elia Secchi