# Amazon — Run agent-driven Amazon SageMaker HyperPod operations with InstantStart

- Company: Amazon (amazon.com)
- Announced: 2026-09-04T16:12:17+00:00
- Category: developer-tool-release
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://aws.amazon.com/blogs/machine-learning/run-agent-driven-amazon-sagemaker-hyperpod-operations-with-instantstart/
- Record: https://forck.live/items/8379-run-agent-driven-amazon-sagemaker-hyperpod-operations-with-instantstart
- Subject: Bedrock / Nova
- License: open source

Amazon announced HyperPod InstantStart, an open source control plane for Amazon SageMaker HyperPod that provides a web interface and an AI agent to automate multi-stage cluster operations such as bootstrap, capacity, training, inference, and storage. The system runs as a single out-of-band management container in the user's AWS account and uses MCP tools that wrap the backend's own REST APIs.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/run-agent-driven-amazon-sagemaker-hyperpod-operations-with-instantstart/:

> HyperPod InstantStart is an open source control plane built around that composition problem. It gives you two ways to drive the same control plane. In the web interface, creating a cluster with dependencies installed, automatic node recovery on, and storage mounted is a form, a progress panel, and a refresh button. In a terminal, it is one sentence.

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