I watched a Jinney Beyer video on hand piecing (it's a really *old* video now!). She starts and ends each piece with a backstitch to secure the thread. (A knot is optional if you backstitch.) She will also throw in a backstitch if a piece is longer than 3" or so (a backstitch every 3" basically). Otherwise piecing is all done with a running stitch.