1. You can decrease the amount of APs you use for crafting and attacking if you activate a premium membership. Costs diamonds though
2. You can buy APs for the diamonds on the Premium->Extras tab
Buy 12 Action Points for 10 Diamonds
Buy 24 Action Points for 20 Diamonds