# AWS adds Studio controls for HyperPod development environments

_Published Tuesday, October 6, 2026 at 12:07 PM EDT · AI, Infrastructure · Latest · Tier 2 — Notable_

![AWS adds Studio controls for HyperPod development environments — Primary](https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2026/10/02/ML-21625-featured-image.png)

AWS says developers can now create and manage HyperPod Spaces directly in SageMaker Studio, launching JupyterLab or Code Editor on shared clusters without command-line tools. Previously, Space management relied primarily on the HyperPod CLI or Kubernetes commands.

The interface lets users configure compute and storage, manage quotas, and start or stop environments to release compute resources. Administrators must install the Spaces add-on and configure access; browser access requires the custom installation option. The add-on carries no additional charge, but users pay for underlying compute and remote connectivity, with extra compute costs for keeping nodes warm.

## Sources

- [Artificial Intelligence](https://aws.amazon.com/blogs/machine-learning/manage-amazon-sagemaker-hyperpod-spaces-directly-from-sagemaker-studio/)

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Canonical: https://techandbusiness.org/newswire/naZ-5o9D1hjI24zxi0aJXs
Published: 2026-10-06T16:07:09.971Z
Story chronology: 2026-10-06T15:47:02.000Z
Retrieved: 2026-10-06T18:16:42.628Z
Publisher: Tech & Business (techandbusiness.org)