Google's managed agents can now run long jobs and reach into your own data
Google's managed agents can now run long jobs and reach into your own data. On 7th Jul’26, Google expanded Managed Agents in the Gemini API. Agents can now run long tasks in the background and you get an ID and poll for progress instead of holding an HTTP connection open. So, connect to private databases and APIs through remote MCP servers without custom middleware, mix your own functions in alongside the sandbox tools, and refresh short-lived credentials mid-session without dropping the agent's state.
What it actually means
The model was never the hard part of shipping an agent, the plumbing was: keeping a job alive to finish, wiring it safely to your data, surviving an expired token. Google just moved that plumbing into the platform. For agent builders that's less code you own and babysit, and remote MCP is the useful bit. Your agent reaches your database without you building a middle layer. Good week to prototype on it. Slower week to bet the company on it.
The model was never the hard part of an agent, the plumbing was. Google just moved the plumbing into the platform.
Source: Blockchain.News · Tuesday 21 July 2026