https://developers.facebook.com/docs/ads-for-apps
https://developers.facebook.com/docs/audience-network/
Anyone tried it?
Ads for apps is for advertiser, I am pretty sure a lot developers here tried it, you may find it from income report/marketing section.
As for audience network, it is currently beta only, so it would be better to ask again when it is available for public.