I recently added a new entry to recurring.yml and mistyped the name of the corresponding job class. I only realized something was askew when I viewed the Recurring Tasks tab in Mission Control.

I believe there ought to be some feedback when an invalid job class is listed. Perhaps an error or warning. This is something I'm happy to try and implement if it's of interest.