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ROBOTICS · AI · OPEN SOURCE

LeRobot SO-101

A hands-on build with Hugging Face's open-source robotic arm.

LeRobot SO-101 robotic arm project preview
watch demoHugging Face docs

LeRobot SO-101 was a 2026 lab build based on Hugging Face's open-source robotics work. The SO-101 setup uses a leader and a follower robotic arm, which makes it possible to teleoperate the robot, collect demonstrations, and start thinking about robot learning through real physical interaction.

For this project, I focused on getting hands-on with the hardware: assembling the arm, understanding calibration, testing leader to follower control, and seeing how an open-source robotics stack can turn a small desktop arm into a learning system.

prototype demo

Leader motion, follower response.

The most useful part of the build was seeing the system behave as a physical loop: a human moves the leader arm, the follower reproduces that motion, and those demonstrations become the raw material for training and evaluating robot behaviors.

Why SO-101

SO-101 is designed as an accessible entry point into robotics: affordable hardware, open documentation, and a workflow that connects mechanical setup with data collection and learning.

What I explored

I used the project as a way to understand how leader/follower control, calibration, teleoperation, and datasets fit together in a practical robotics workflow.

Next

I'll add the full build notes, setup details, and more media once I organize the rest of the project story.