The flat overhand bend is used to tie two ropes together when life safety is not a concern. The most common application is to attach a pull cord to a rappel rope. Because both ropes exit the knot on the same side, the knot is less likely to catch on rocks during the pull.
The flat overhand bend has a tendency to capsize (roll over) under load. For this reason, the tails should always be left long.