If it was going to a show or was making it for someone else I would sink into the fabric. For myself and family I have a button to make few stitches on one machine on the other I go go backwards and then forwards a few stitches.
I did one quilt which I made the thread follow the stitch line this was because it was white with a white background and the thread could be seen through the fabric and I was trying to hide.