Yes, sew closer to the edge is one way, the other is to sew on a cylinder machine. Like belts straps are sewn with a slight bend. What stay paper did you use? Sometimes when this happens to me I simple work the leather back and forth and it relaxes the leather and the little fold goes away. Is this a strap that’s folded on to itself?