A "Burst" Cloud

This cloud was much crisper and more defined just two minutes before I took this picture. I noticed it high above me when I was driving to work and had to drive a couple minutes before I found a spot to pull over.

How did this cloud form? Recently, I noticed that high clouds seem to appear suddenly.