A walkthrough of the LeRobot integration in Strands Robots - one agent loop, from a Hub dataset to a physical robot, with sim-to-real datasets in the same on-disk format and policies you swap with a string. 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. Strands Robots is an open source SDK from AWS ( Apache 2.0 ) that exposes robot abstractions, simulation, and the LeRobot stack as AgentTools that you compose into a single Strands agent. …