>_<Hidden by the too small window were a bunch of check boxes. One of them called 'Share published printers connected to this system' I checked that and now I can use the CUPS web interface on my Mac to print a test page. However I still can't print to it from other apps. Picking the printer out of the 'Shared printers' list gets me the error 'Printer not found in your printer list'