After playing through the monk and witch doctor and it was so easy (no deaths), I watched the Blizz Con sessions on difficulty and leveling.
Basically what the beta is testing is equivalent to tutorial mode. After level 10 the game changes a lot so they say. The Skeleton King is equivalent to...