In fact they are somewhat "supported" as there are some reserved domains that you can use as they won't have an external meaning.

https://tools.ietf.org/id/draft-chapin-rfc2606bis-00.html#ne...

Consider putting your "local" hostnames under .localdomain .domain .lan .home .host or .corp

Personally I think .lan and .corp are the best options.