Build tool-using agents without running your own sandbox.

Google introduced Managed Agents in the Gemini API at I/O 2026. With a single API call, agents can reason, use tools, and run code in an isolated Linux environment, with the ability to resume state across calls. This lowers the barrier to building agentic apps without custom execution infrastructure. In production, permissions and data boundaries remain critical.