I find myself doing this but then I worry that the slop will just compound and 3, 6, 12 months from now as my services scale I'll have a harder time operating them. Maybe I'm wrong.

The bigger problem is the number of things you don't understand will grow substantially from under your feet, and then you'll slip on it.