Filet Lace « Save the Stitches! - Nice link to teaching resource

I found this tutorial on Filet Lace embroidery at Nordic Needle website. (I'm struggling right now on a filet lace project --I'm working with running stitch as a filling and can't quite figure out how to anchor the stitch to turn around!