Hi OP
I am in the same boat as you, just further down the line and my husband's affair wasn't as long. Like you we want to work things to work out. We are 9 months on from discovery day, we are not 'there' yet but things are much better. And there is a different sort resilience beginning to grow in our marriage.
This is my advice, you'll come across many 'dish him' comments on here but only you know your husband and your relationship. Two weeks is very early, you're still in shock, don't make any (rash) decisions at this point. Try to sleep and eat when you can, tell a few RL friends (I found this hard at first due to embarrassment), have fun with the kids (our children are still oblivious to my husband's affair) and I know it's a cliche but take one day at a time.
It takes time, we planned things together (going to concerts, Xmas), he started counselling, we don't go back over the details every day, I don't sling snide comments, we don't discuss things in front of the kids, he is repairing his mistakes, we are building apathy towards the OW (anger isn't healthy) etc. I'm not big on self-help books - so haven't used them.
I still have bad days when I fall to my knees in crippling emotional pain, but these are becoming less and less. He has days overwhelmed by sheer guilt. And I sometimes think/say to my friends - show me a perfect marriage - you can't because there isn't one.
To be honest the trust isn't completely back - it's getting there.