i haven't looked into this myself, but i think that Mathematica 'notebooks' tries to reach this ideal of "just leave everything in mathematica, and we'll take c

i haven't looked into this myself, but i think that Mathematica 'notebooks' tries to reach this ideal of "just leave everything in mathematica, and we'll take care of code, tests, visualizations, documentation, etc."