The paradigm shift in intelligent agent development from setting up servers to writing YAML is happening faster than expected.

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Google's open intelligent agent underlying infrastructure: supports single-call cloud Linux sandbox, handwritten Markdown to start AI.
AIMPACT News, May 20 (UTC+8), according to Beating Monitoring by Dongcha, intelligent agent development is moving away from cumbersome server maintenance and sandbox setup, directly shifting to defining configuration files for instant cloud-based transient calls. Google officially launched the Gemini API Managed Agents preview at I/O 2026, opening its underlying infrastructure to developers. Developers only need a single API call to instantly spin up an isolated, temporary Linux environment hosted by Google in the cloud, running on the new generation mid-tier model Gemini 3.5 Flash-powered
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