# From the Hugging Face Hub to robot hardware with Strands Agents and LeRobot

DevFeed: [From the Hugging Face Hub to robot hardware with Strands Agents and LeRobot](<https://devfeed.tech/articles/from-the-hugging-face-hub-to-robot-hardware-with-strands-agents-and-lerobot-7092.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/amazon/strands-lerobot-hub-to-hardware>)

Author: Sundar Raghavan; Cagatay Cali

Published: 2026-06-17T10:18:05Z

Content type: tutorial

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [AI Bots](<https://devfeed.tech/topics/ai-bots.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [hub](<https://devfeed.tech/tags/hub.md>), [hugging-face](<https://devfeed.tech/tags/hugging-face.md>), [inference](<https://devfeed.tech/tags/inference.md>), [integration](<https://devfeed.tech/tags/integration.md>), [lerobot](<https://devfeed.tech/tags/lerobot.md>), [mesh](<https://devfeed.tech/tags/mesh.md>), [robots](<https://devfeed.tech/tags/robots.md>), [strands-agents](<https://devfeed.tech/tags/strands-agents.md>)

## AI overview

A tutorial for using the Strands Robots SDK and LeRobot to record simulated demonstrations, run policies, deploy the same agent code to physical hardware, and coordinate robot fleets.

## Source excerpt

You have a robot, a folder of demonstration data on the Hugging Face Hub, and a new task you want it to learn. Today that takes five separate tools: one to record new demonstrations, another to train, a third to test in simulation, custom code to deploy on hardware, and yet another to coordinate when you have more than one robot. The pieces work on their own. They don't talk to each other.