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Introducing Managed Agents in the Gemini API
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At Google I/O, we launched updates to Google AI Studio and the Gemini API so you can create apps with deep Google ecosystem integrations and build powerful production-ready agents in minutes. Check out what's new!
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Catch up on Google I/O announcements
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Build with managed agents
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With a single API call, spin up an agent that reasons, uses tools, and executes code in an isolated, ephemeral Linux environment.
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Build native Android apps
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Prompt native Android apps, integrate with Google Workspace and Antigravity, and keep building on the go with the new mobile app.
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We’re putting the full power of agents directly into your hands, no matter what you are building.
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Logan Kilpatrick, Google DeepMind
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Get sustained, frontier-level intelligence that is 4x faster than other frontier models in output tokens per second. Built for the agentic era, it excels at sub-agent deployment, orchestration, and rapid coding cycles. Gemini 3.5 Flash is generally available!
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From prompt to production-ready agents with a single API call
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Now you can build and deploy managed agents using the new Antigravity agent, available in preview in the Gemini API.
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One call, full agent stack
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We handle the infrastructure. You focus on the user experience. A single API call provisions an agent with a Linux sandbox, code execution, web browsing, and file management.
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Co-optimized for Gemini models and the same harness that powers Google Antigravity and other first-party agent products.
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Write your instructions in AGENTS.md and skills in SKILL.md, register as a managed agent, and call it through the Interactions API.
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It was straightforward, powerful, and remarkably easy to set up and iterate on.
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When you're ready to build, just add our new skill to your coding agent's workspace and it'll have what it needs to get started. You can use our SDKs for Python, or make a direct REST API call with cURL. Get your paid API key and start building.
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from google import genai
client = genai.Client()
interaction = client.interactions.create(
agent="antigravity-preview-05-2026",
input="Research the top 10 AI stories today and create a PDF briefing with summaries",
environment="remote", # Remote Linux environment hosted by Google
)
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Run the Antigravity agent right away in your browser.
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Learn how to define custom agents, connect external sources, and manage environments.
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Build Android apps in minutes
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Describe your idea and let AI Studio generate production-quality Kotlin code using the latest Jetpack Compose patterns. No need for SDKs or local environment setup.
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One click Google ecosystem integrations
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Direct-to-Play test track publishing
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Connect your Google Play Developer account in AI Studio to publish your app to Google Play's Internal Test Track with a single click.
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Direct access to Google Workspace
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Build dashboards on top of your Sheets data, create tools to organize your Drive or spin up apps that work with the documents.
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Take your conversation history, project files, and secrets with you. Pick up where you left off, invite your team, and start scaling your development workflow.
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Deploy your first two apps to Cloud Run at no cost with newly billing enabled projects. No credit card required.
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Happy building,
The Google AI Studio Team
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Pre-register for the AI Studio app
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Great ideas don't just happen at your desk. That’s why we’re putting the full AI Studio Build experience in your pocket so you can start on your phone and seamlessly pick up where you left off on your laptop.
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This email was sent to sundoelcoy@gmail.com because you signed up to receive emails about Google AI. If you do not wish to receive these emails, please unsubscribe.
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