Sure, you can split the program into 2 (one finishes before midnight, the other starts after midnight).
Just so you know, the post you were reading was referring to an older version of firmware (prior to 2.1.0) — in firmware 2.1.0, there is no ‘end time’ anymore. There are now only the first start time, and two choices of additional start times.