If you use subroutine/methods which perform simple operations then the calling code usually either ignores the error, fall back to another method ( $val= $obj->method || default) or dies quickly.

So I usually handle errors at the level just above the method/subroutine where it happens. Not quite the "detect at the lowest level and at the highest level" philosophy, I admit, but it usually works for me.