Purple Crystals:
Purple Crystals let you purchase items in Ye Olde Magik Shoppe that can boost your people, gold, and castle daily.
Soldiers:
Do not assign too many soldiers in the first couple levels. They are optional for victory. After completing each level, make leave before you get overrun.