agents-cli — Google Cloud Agent Development & Deployment

Keyword: agents-cli · google agents cli · agent scaffold · agents-cli eval · deploy agent

agents-cli extends your coding assistant with Google Cloud agent expertise — from local development to enterprise deployment.

agents-cli is a command-line toolkit by Google that covers the full AI agent lifecycle: scaffold, develop locally, evaluate, deploy to Google Cloud (Agent Runtime / Cloud Run / GKE), and register with Gemini Enterprise. It works as a standalone CLI and as a coding-assistant skill.

When to use this skill

• Bootstrap a new agent project with structured scaffolding
• Run local evaluation suites with built-in metrics and LLM-based scoring
• Deploy an agent to Google Cloud (Agent Runtime, Cloud Run, or GKE)
• Register an agent with Gemini Enterprise for governance and discovery
• Set up CI/CD pipelines for automated evaluation and deployment
• Integrate Cloud Trace and logging for agent observability
• Choose the right Google Cloud deployment target for your agent

Instructions