Ah yes.
This is called the Devil's Pool.
Bunch of vids on YouTube, an example
Basically there is a big pit forming a small pool, w/ a ledge right before the edge.
The draw of the current is slowed down dramatically by the swirling effect so there's nothing really "pushing" you over.