Google automates the entire AI agent lifecycle so you never have to touch a console again

Google's Gemini Enterprise Agent Platform team walks through building a production-ready 'Industry Watch' agent — a semiconductor sector analyst that reconciles SEC filings against press claims — entirely from within your coding assistant. The Agents CLI installs lifecycle skills (scaffolding, deployment, evaluation, publishing) into any coding agent, while a Developer Knowledge MCP keeps it grounded in current platform docs. The six-stage tutorial covers setup, build, deploy, govern, evaluate, and publish, emphasizing deterministic tools over model hallucination and security boundaries over bigger prompts.