RPC won't work, so you can either develop REST and maintain two APIs, or use REST from the start and only maintain a single API.

The new YouTube GData API replaces to the old REST/XML-RPC methods, though Google says the old API will continue […] Attention mash-up hounds, the youTube API has been changed.