The Overcast Stitch is an outline stitch made somewhat like the Satin Stitch but without varying width. 
First make a long horizontal stitch. 
Next make tiny close stitches over horizontal stitches, picking up as little fabric as possible. Complete the stitch and use it as a strong outline. |
