I use two different controllers in JBOD mode. Each controller manages half of HDDs. Then I build cross controller software RAID 1. That is, I choose two disks from separate controllers to build raid 1. Last but not least, all HDDs are mixed from different vendors across controllers.

For CPU, RAM there is no other option. you have to replicate stuff.