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# Google AI Studio prepares new Managed Agents hub
- URL: https://www.testingcatalog.com/google-ai-studio-prepares-new-managed-agents-hub/
- Published: 2026-10-25T13:30:58.000Z
- Updated: 2026-10-25T13:30:58.000Z
- Description: A new Managed Agents section is in the works for AI Studio, bringing agent setup, environments, credentials, triggers and run history into one place.
- Author: Alexey Shabanov
- Tags: Google, AI Studio News, AI Rumours, Latest AI News

Google is preparing a dedicated [Managed Agents section](https://www.testingcatalog.com/google-tests-agent-management-ui-on-ai-studio/) in Google AI Studio, building on capabilities already available through the Gemini API and AI Studio Playground. The interface includes navigation for Agents, Environments, Credentials, Triggers, and Runs, giving developers one place to configure autonomous agents, connect tools, define execution triggers, and inspect previous runs. Google has not confirmed a rollout date for the interface.

> Announced at AGNTCon + MCPCon: the new Agent Compute Engine plus expanded Gemini for business agent governance deliver the control you need to run, govern, and scale your agents.  
>  
> Learn more about Agent Compute Engine and expanded agent governance → [https://t.co/z1fW5Mxs0I](https://t.co/z1fW5Mxs0I?ref=testingcatalog.com) [pic.twitter.com/TTUmhe98Yt](https://t.co/TTUmhe98Yt?ref=testingcatalog.com)
> 
> — Google Cloud (@googlecloud) [October 22, 2026](https://x.com/googlecloud/status/2113285915258794378?ref%5Fsrc=twsrc%5Etfw&ref=testingcatalog.com)

The discovery follows Google’s October 22 announcement of Agent Compute Engine, a Google Cloud service designed to run agents inside hardware-isolated microVMs with persistent workspaces and fast pause-and-resume capabilities. A preview is expected in the coming months. AI Studio’s management interface could use this infrastructure, although no connection has been confirmed.

Together, these developments point to Google building out an agent platform that competes with Anthropic’s Managed Agents and overlaps with sandbox projects such as NVIDIA OpenShell.

![AI Studio](https://storage.ghost.io/c/2a/1b/2a1b1782-8506-4d7d-bf53-ad3fb52e2a0f/content/images/2026/10/Google-AI-Studio-10-24-2026_08_06_PM.jpg)

Google Developer Program benefits also include $10 in monthly GenAI and Cloud credits for Google AI Pro subscribers, with larger amounts available to AI Ultra subscribers. The credits can cover eligible AI Studio and cloud usage. Google’s FAQ says they expire one year after being granted, while regional eligibility remains a consideration.

Cost controls could be particularly important for autonomous workloads. Google acknowledges that AI Studio project spending limits can be exceeded because billing data may lag by around ten minutes, especially during long-running agent tasks.

> there is a 10 minute latency in the version we have right now (trying to be clear as is shown in that screenshot at the bottom, and experimental tag), we got this down from >24 hours originally  
>  
> we want to add a realtime version which the team is working on! sorry for the hassle…
> 
> — Logan Kilpatrick (@OfficialLoganK) [October 25, 2026](https://x.com/OfficialLoganK/status/2114186751468265823?ref%5Fsrc=twsrc%5Etfw&ref=testingcatalog.com)

Meanwhile, Google’s internal Gemini checkpoint [Carbon](https://www.testingcatalog.com/gemini-4-carbon-early-test-results/) has attracted attention following reports of strong early coding performance. Its release date and final public name remain unknown. Anthropic’s rumored [Fable 5.5](https://www.testingcatalog.com/anthropic-several-models-coming-fable-5-5-reaches-partners/) could enter the same competition, although it has not been announced.

OpenAI has also confirmed that frontier reinforcement-learning training resumed on October 1 after an 11-day security-related pause. It remains unclear whether that pause affected the rumored Bell model or its release schedule.

## Sources and related context

- [Inside Agent Compute Engine](https://cloud.google.com/blog/topics/ai-infrastructure/agent-compute-engine-deep-dive/?ref=testingcatalog.com): Supports: Google describes Agent Compute Engine's microVMs, persistent workspaces, and planned preview; it does not connect the service to AI Studio's reported interface.
- [Google Developer Program Benefits FAQ](https://developers.google.com/profile/help/benefits?hl=en&ref=testingcatalog.com): Supports: Google lists monthly Cloud credits for AI Pro and AI Ultra subscribers and says the credits expire one year after grant.
- [Gemini API billing guide](https://ai.google.dev/gemini-api/docs/billing/?ref=testingcatalog.com): Supports: Google says AI Studio project spend caps can be exceeded during roughly ten minutes of billing lag, including on agent sessions.