Recently, edges are always curved. This wasn't the case a while ago. I've tried all possibilities under layout -> edge routing. None helped. In your tutorial video, drawing a line from one node to another creates a straight line. With me, it creates a curved line (and I don't want that)
Could it be due to a Java update? (Now Java 7 Update 71)