Cesar,

You will want to use a backstitch on the seam. This website has an illustration of the different seams.

http://www.perestroika.ca/html2/vest/handstitching.php

Or this site for a couple of different Seam Stitches

http://www.helloknitty.com/pdfs/Handstitches.pdf