It reminds me of dimensional analysis in physics. That works really well when the number of possibilities are low and the system as a whole is contained enough

It reminds me of dimensional analysis in physics. That works really well when the number of possibilities are low and the system as a whole is contained enough and well-constructed enough that there aren't many pitfalls. But everyone knows physicists can't manage factors of 2 and pi. :-)