I like notebooks, they are a useful tool. But they are just a slight adjustment to the programming model and an alternative type IDE. It does not do much in terms of helping reproducibility. Data, software and dependency versioning is much more important. And verification that the code indeed runs on another machine, and produces the correct results. Setting up CI for the project, and basic end2end tests is the minimum level I set for my research (in applied machine learning).