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Google added background execution and remote MCP support to managed agents, raising concerns about task drift and the need for fresh approvals during long-running work.
Google is expanding Managed Agents in the Gemini API with new capabilities including background execution, remote MCP server integration, custom function calling, and credential refresh, enabling more reliable and production-ready agents.
Google's Interactions API for Gemini models and agents is now generally available, introducing managed agents, background execution for long-running tasks, and upcoming Gemini Omni support.