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Google Debuts Managed Agents API to Host Autonomous AI Runtimes

The new one-call service lets developers run ephemeral, sandboxed agents on Google’s Gemini and Antigravity stack and signals a push from easy prototyping toward governed enterprise deployments.

Overview

  • Google introduced Managed Agents as a hosted offering inside its Gemini and Antigravity ecosystem that lets developers create autonomous agents with a single API call.
  • Each agent runs in an ephemeral Linux sandbox that can reason, browse the live web, break tasks into steps, and execute code while Google operates the underlying runtime.
  • The company is running a two-lane strategy that links a low-friction developer on-ramp (Gemini API, AI Studio, Antigravity) to a governed enterprise tier (Gemini Enterprise Agent Platform) using the same agent harness.
  • Managed Agents and related Antigravity features are in preview and enterprise support is in private preview, and Google is consolidating tools which requires some developers to migrate from older CLIs and workflows.
  • Observers say the service reduces operational burden but also cuts developer control over runtime details, raising auditability, compliance, and vendor‑lock‑in trade-offs and creating potential use cases for fields like DeFi.