Primary hostname:
sudo scutil --set HostName KittyBook
Bonjour hostname (network related):
sudo scutil --set LocalHostName KittyBook.compukitty.net
Computer name (you can also do this via GUI, in System Preferences):
sudo scutil --set ComputerName <new name>