The Importance of Reproducibility in Programming

I was in the mouth for, for a bit of a goodling recommender systems. But then I kind of listened the same mode of like, but these things should be nowhere near production. And my take now is that notebooks are where you should be building things, but you should be taking these artifacts that you create and exporting them somewhere else. Does that make sense?