Debugging in the past and now

I'm enrolled now in this course on Udacity Software Development Process and the instructor said that one of the methods used to fill the gap between the software complexity and developers productivity debugging moved from printing lines to symbolic debugging. Anyone can illustrates what that actually means? Thanks in advance.