--- title: "Managed Agents in the Gemini API" url: https://daily.dev/posts/managed-agents-in-the-gemini-api-aaek1nha3 source_url: https://www.youtube.com/watch?v=Psa8mLikdag type: video:youtube source: "Google for Developers" published: 2026-06-03T17:15:59.015Z updated: 2026-06-07T17:51:12.182Z tags: ["llm", "ai-agents", "mcp"] reading_time: 9 upvotes: 2 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Managed Agents in the Gemini API **[Google for Developers](https://daily.dev/sources/googledevelopers)** · 9 min read · 2 upvotes · 0 comments ## Summary Google has launched managed agents in the Gemini API, allowing developers to make a single API call to spin up an autonomous agent running in a sandboxed remote Linux environment. The agent can write and execute code, run bash commands, and use tools without touching production servers. Built on the anti-gravity agent harness (which also powers the anti-gravity IDE), developers can customize agents with their own system instructions and skills defined via markdown files. The new Interactions API underpins this, replacing the older generate-content model with an agent-first data model that supports multi-step workflows, sub-agents, tool calls, and streaming steps. Deep Research was the first managed agent launched under this API. A demo showed a radio production app that reads Hacker News, picks opposing views, writes a script, generates audio via Gemini TTS and Lyria, and produces a 3-minute radio show — all from a single API call. Developers can get started at the Gemini API docs, AI Studio, or agent.new. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Gemini Managed Agents: Developer Guide](https://daily.dev/posts/gemini-managed-agents-developer-guide-8gahhawdu) · Philipp Schmid · 0 upvotes · 0 comments --- Tags: [#llm](https://daily.dev/tags/llm), [#ai-agents](https://daily.dev/tags/ai-agents), [#mcp](https://daily.dev/tags/mcp) [View this post on daily.dev](https://daily.dev/posts/managed-agents-in-the-gemini-api-aaek1nha3)