How do you handle segments of rough roads on your rides? What if everywhere you ride is rough?

I think the simple answer is drop tire pressure, but I'm curious how you guys handle things. Has anyone gone to a meaty'er tire? How about racks and panniers - do you have much concern for them?

I am battling northern plains roads that have gone through the harsh winter and haven't fared so well. looking for some ideas.