Google Colab CLI Becomes Agent-Ready

2026-06-07 · antigravity

Google announced the Google Colab CLI on June 5, 2026, as a bridge between local terminals and remote Colab runtimes. The announcement explicitly highlights use by AI agents such as Antigravity, Claude Code, and Codex. The CLI lets developers request GPUs or TPUs, run local Python scripts remotely, recover artifacts, and open interactive remote sessions. Google also includes a Colab skill file so agents can understand how to use the CLI in terminal-based workflows.

Key Features or Updates

The Colab CLI supports accelerator provisioning, remote script execution, artifact downloads, notebook logs, and interactive remote shells. It is designed to be lightweight and programmable from terminal-based AI agents.

Impact on Developers

Developers can give agents access to remote compute without manually provisioning cloud infrastructure. This is especially useful for ML workflows where an agent needs to fine-tune models, collect logs, and bring trained artifacts back to the local machine.

How to use it

Install the Colab CLI from Google's repository and run commands such as creating a GPU runtime, installing packages, executing scripts, downloading artifacts, and stopping the runtime. Agent users can point Antigravity, Claude Code, Codex, or another terminal-capable agent at the included skill file.

Read Original Post →