I pronounce it “Antsy Bull,” as in: “That bull looks nervous, he’s an antsy bull.”
When antsibull was created, we wanted a command that would be easy to distinguish from the ansible-* commands, and easy to auto-complete. Adding the ‘t’ worked (type ant-TAB for antsibull-* and ans-TAB for ansible-*), while still keeping the connection to Ansible obvious.