When I do Sunbonnet Sues I usually bast the edges under and iron the pieces flat. then I top stitch around the edges. I remove the basting threads. It makes it easy to do.
For some things like Dresden Plates I like to use the Herringbone embroidery stitch by hand,. It is so easy to do and makes a really pretty edge.