🛠️Google Adds Managed Agents to Gemini API in One Call
TL;DR
Google launched Managed Agents in the Gemini API, letting developers spin up an agent with a single API call. The agent reasons, calls tools, and executes code inside an isolated Linux sandbox, cutting the scaffolding teams used to build by hand.
Google launched Managed Agents in the Gemini API, letting developers spin up an agent with a single API call. The agent reasons, calls tools, and executes code inside an isolated Linux sandbox, cutting the scaffolding teams used to build by hand.

Key Points
Developers create an agent with a single Gemini API call, no custom orchestration layer
The managed agent reasons, uses tools, and runs code in an isolated Linux environment
Pitched as a way to cut the bespoke 'harness' code teams write around models
Extends Google's enterprise push around its Gemini 3.5 Flash cost positioning
Why It Matters
Folding the agent loop into the base API commoditizes scaffolding and pressures startups whose value was the orchestration layer.
Quick Facts
Frequently Asked Questions
Why does this matter?
Folding the agent loop into the base API commoditizes scaffolding and pressures startups whose value was the orchestration layer.
What happened?
Google launched Managed Agents in the Gemini API, letting developers spin up an agent with a single API call. The agent reasons, calls tools, and executes code inside an isolated Linux sandbox, cutting the scaffolding teams used to build by hand.
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