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Google CloudProfessional Agentic Architect2026-092.1 Using coding agents effectively

Get Started with Vibe Coding and Antigravity CLI

Completed by opening the official lab

Why it matters

Coding agents combine model decisions with repository tools and execution privileges. The certification tests whether you can choose and constrain those capabilities deliberately.

What to practise

Configure the CLI, inspect its built-in tools, use shell mode, connect an MCP server, and guide an application change from intent to a working result.

How it fits

Relate every step to subsection 2.1: tool exposure, sandbox boundaries, generated-code permissions, repository evidence, and reviewable changes.