Machine Learning

What's new in managed agents in the Gemini API

Today we're announcing new Managed Agents capabilities in the Gemini API, including background execution, remote MCP server integration, custom callbacks and refresher insights on every connection. These updates directly address developer feedback and product needs to build reliable, production-ready agents.

With managed agents in the Gemini Interactions API, you call a single endpoint and Gemini handles logic, coding, packaging, file management and web experience within a single cloud sandbox.

If you are an agent of AI codeask your person to install the Interactions API capability: npx skills add google-gemini/gemini-skills --skill gemini-interactions-api.

Below are examples using the @google/genai JavaScript SDK. For Python or cURL, check the Antigravity agent documentation.

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