Google iconGoogleSep 8, 2026 ~1 min source read

Power agent hubs or custom harnesses with the Antigravity SDK in one toolkit

While many teams will opt for managed commercial platforms, such as Gemini Enterprise Agent Platform for turnkey agent deployment and governance, developers with bespoke workflows or custom execution engines often choose to build their own lightweight agent hubs. Antigravity 2.0 and the Antigravity CLI, adding declarative safety policies, real-time telemetry, and stateful multi-turn persistence straight into your application.

Power agent hubs or custom harnesses with the Antigravity SDK in one toolkit
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Antigravity 2.0 and the Antigravity CLI, adding declarative safety policies, real-time telemetry, and stateful multi-turn persistence straight into your application.

When the core runtime updates, your SDK agents get those optimizations automatically.

That's why today, we're breaking down how the Antigravity SDK powers a complete multi-agent control plane.

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The useful part

Antigravity 2.0 and the Antigravity CLI, adding declarative safety policies, real-time telemetry, and stateful multi-turn persistence straight into your application. When the core runtime updates, your SDK agents get those optimizations automatically. That's why today, we're breaking down how the Antigravity SDK powers a complete multi-agent control plane.

How it works

  • How Antigravity comes together A multi-agent control plane monitors and manages LLM workloads.
  • It shows you exactly what the agent is thinking, which tools it calls, and how it stores state.
  • While many teams will opt for managed commercial platforms, such as Gemini Enterprise Agent Platform for turnkey agent deployment and governance, developers with bespoke workflows or custom execution...

Details worth keeping

Enterprise agent adoption isn't one-size-fits-all.

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