recovery flows, and clear state feedback so robot operators can use teleoperation safely. Define and improve quality metrics for teleoperation systems, including latency, reliability, observability, operator success rate, demonstration quality, and failure modes. Stress-test teleoperation systems on real hardware and in simulation, then drive reliability improvements based on operator … loop systems: how operators perceive robot state, issue commands, recover from errors, and build trust. A quality mindset: clean abstractions, testing, logging, observability, performance tuning, and tools that remain usable under pressure. Strong debugging skills across the stack, from operator input devices to robot motion, sensors, networking, and hardware behavior. ...