A software developer with 25 years of experience built a robotics project using a LeRobot SO-101 arm and Raspberry Pi, guided by LLMs (Codex and Claude). After initial calibration challenges involving power supply issues and serial communication, the developer worked toward enabling the robot to map space and execute movements using inverse kinematics.