Can you imagine the makefile was made by someone else and you are now suddenly confronted with the result of 10 years of tuning.
In the end it is no different from any code that's suffered from 10 years of tuning and it can get ugly. Maybe Make is even somewhat worse in this respect, but then again it does not need to be changed often.