Your question is Setting Up a Robotics Lab. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Walk me through your methodology for setting up a new robotics lab environment from scratch.
Explain how you would define requirements, select and integrate robot hardware, establish compute and networking, build the data and ML workflow, validate safety and reliability, and make the environment reproducible for other engineers. Discuss how you would handle failures, calibration, versioning, monitoring, and the transition from experimentation to repeatable operation.