Just install 'Open in WhatsApp' from F-droid and you can immediately start a conversation with an arbitrary number. And without polluting your Contacts with numbers you'll maybe never use again.

WhatsApp used to function like that, too; you just added a new number in the UI. That was until FB decided that syphoning Contact info was lucrative. On my phones WhatsApp is still denied Contacts permissions and it works fine.