How do you put a egg as a featured egg on egg cave

Well, on the old Eggcave, you had to go to Account Settings in the top left corner, scroll down to Profile egg and you could change it there.
On the Beta/New version you go to My Stuff, go to the bottom to Preferences, and then go to Profile. You can change it there as well.

Hope this helps! :D