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I should add that programmers have the crucial albeit boring role of creating CRUD front ends (forms) for data input.

That is a akin to a sensor input, and one that is surprisingly important. Without a good CRUD form, data either doesn’t get entered at all, or is entered in crude, unvalidated ways like as loose Excel files with formatting that is all over the place.