I've done both burying and taking small stitches.
I used a monofilament once on top and the tiny stitches at all my starts and stops are coming out so maybe I won't do that again and I'll tie the monofilament. It was brand new thread from the LQS and I had a good bobbin thread in (not monofilament). Who knows...