I think the OP is hoping that by using python one makes reuse of robust libraries and solutions easier so that the ad-hoc reimplementation of common tasks happe

I think the OP is hoping that by using python one makes reuse of robust libraries and solutions easier so that the ad-hoc reimplementation of common tasks happens less frequently not just "in python".