Yeah, it's difficult and scary, but not un-doable. (my new word for the day)
He may see OW as more than a fling right now, but you are his W-complete with shared memories and a past that she just cannot erase. Remember that. She has to learn things about him that you already know, you SO have the advantage. Plus, he is working on the M with you. GO YOU!