Multimodal + tool invocation + code execution, can run a small operating system in the sandbox.

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Google's open intelligent agent underlying infrastructure: supports single-call cloud Linux sandbox, handwritten Markdown to start AI
Google I/O 2026 introduces Gemini API Managed Agents preview, cloud-based transient invocation, developers only need to configure AGENTS.md and SKILL.md to define system roles and skills. Managed agents run in isolated Linux sandboxes, supporting multi-step reasoning, tool invocation, code execution, file reading and writing, and real-time data fetching, with automatic session save and restore. Similar to Anthropic Claude Managed Agents, it is now available in Gemini API preview and Google AI Studio Playground templates, with the enterprise version Gemini Enterprise Agent Platform also in private preview.
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