If any intermediate build fails, we don't remember anything

Suppose you're building a large project.  It builds almost all the intermediates, but it fails on the last step because of a compiler error.  Once you fix the error, the intermediates should definitely still be there, you should not have to rebuild them.  I think you currently do, though.