From your link:
-d
--httpd
The HTTP daemon command-line that will be executed. Command-line options may be specified here, and the configuration file will be added at the end of the command-line. Currently apache2, lighttpd, mongoose, plackup, python and webrick are supported. (Default: lighttpd)
It doesn’t appear that Caddy is actually in the list of supported servers.