Google Workspace CLI is a command-line tool that integrates with Drive, Gmail, Calendar, Sheets, Docs, Chat, and Admin, utilizing Google’s Discovery Service to dynamically build its command surface. It features over 40 AI agent skills and outputs structured JSON, allowing seamless interaction with all Workspace APIs without boilerplate code.

Human DX focuses on discoverability and forgiveness, while Agent DX prioritizes predictability and defense-in-depth. Retrofitting a human-first CLI for AI agents is ineffective, necessitating a design specifically tailored for AI agents from the outset.