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Agents/2026-06-15Advanced

Treating the Managed Agent as a Cost-Capped Throwaway Worker: Isolating Untrusted Input from Production

How to use the Managed Antigravity Agent, now in Gemini API public preview, as a throwaway worker that is born and discarded per request. Cost caps, isolation, and idempotency with implementation steps.

Agents/2026-06-15Advanced

Calling a Managed Antigravity Agent from the Gemini API: Design Notes on the Preview Model

antigravity-preview-05-2026, now in public preview on the Gemini API, is a Managed Agent that plans, runs code, edits files, and browses the web autonomously inside a sandbox. Here is how it differs from rolling your own orchestration, and where to draw the line.