Your question is Ensuring Reproducible Research Code. 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).
How do you ensure the reproducibility of your code during long-term research projects?