Ok yeah well that's stupid. Because I am actually in favour of column names instead of indexes. Indexes are pain in the ass when your incoming dataframe changes, it creates an implicit dependency.

But your last line is my point. You shouldn't be concerned about MLops stuff, but if your models is already in the right framework, it saves soooo much time