One, you should get you a Jewelers/Razor saw
Two, if you insist on using a knife type tool, you should get a plexi-glass cutter, it works by dragging it across the seam like you did with you utility knife.
Either of these offers quicker cutting and less chance of stitches.
Thank you for the tool suggestions! That is very helpful!