Operationalize VLA and learned manipulation policies: stand up the data pipeline (teleop and demonstration collection), wire policy inference into real-time control, evaluate grasp and assembly success, and close the sim-to-real and on-robot iteration loop. Design the gripper and mechatronics: end-effector design, actuation, GD&T drawings, mass, cost and manufacturability tradeoffs, rapid prototyping (3D print, laser, CNC, PCB), and production-ready designs.