Before you press your seams, set them in place with the iron. Just place the iron briefly over your sewn line and press them for a bit. This will help burry your seams into the fabric and when you press them to one side or the other, you are less likely to see your seams coming undone. Done move the iron as you do when you are ironing. Just hold it in place.
Maria