9 tracked signals on managed-agents.
Managed Agents in the Gemini API
Google Developers (Google I/O) · Jun 03, 2026
Google launched Managed Agents in the Gemini API: one API call spins up an autonomous agent in a sandboxed Linux environment.
“you make a single API call and you get an autonomous agent that can work on behalf of you and solve like problems creatively.”
An Interaction Is All You Need — Ivan Leo, Google DeepMind
AI Engineer · Oct 03, 2026
Google DeepMind launches Interactions API and Managed Agents offering for agentic applications
“Many people have reduced this to simply a language model running in a loop. And in most cases this is true.”
Getting Started with Managed Agents
Google Developers (Google I/O) · Jun 02, 2026
Google launches Managed Agents in Gemini API and AI Studio, running customizable agents in Google-hosted secure Linux sandboxes.
“those agents are running in a secure Linux sandbox that's hosted by Google and those agents can reason, they can write code and write code to the files on the system and manage the files, they can also browse the web”
We Built a Slack-to-GitHub PR Agent in a Few Lines of Code
LangChain · Sep 25, 2026
LangChain's Managed Deep Agents enables Slack-to-GitHub PR agents in minimal code
“Having an agent called from Slack is a pretty substantial request, but with Managed Deep Agents channels, this is done with just a couple lines of code.”
Managed Deep Agents - Conceptual Video
LangChain · Aug 19, 2026
LangChain launches Managed Deep Agents to handle production agent infrastructure at scale.
“this will make it far more easy than before to build powerful agents and actually run them at scale”
Stop managing infrastructure for AI Agents 🛠️
Google Developers (Google I/O) · Jun 08, 2026
Google launches managed agents in Gemini API and AI Studio, running customizable agents in a Google-hosted secure Linux sandbox.
“This is a new feature that easily allow you to build customized agents running in a secure Linux sandbox that's hosted by Google”
Managed Deep Agents - Quickstart
LangChain · Aug 19, 2026
LangChain releases Managed Deep Agents with a CLI scaffolding tool for structured agent projects
Build a social media agent with Managed Deep Agents
LangChain · Aug 12, 2026
LangChain Managed Deep Agents enables scheduled autonomous agents with Slack and custom tool integrations
“This agent honestly saved me a ton of time. I use it every day to stay on top of the conversation.”
Managed Deep Agents - Instructions and Context Hub
LangChain · Aug 19, 2026
LangChain's Managed Deep Agents lets you edit agent instructions without redeploying code