Errors in geography

It is clear from the surrounding countryside in more than a few episodes that while the series is set in SE Kentucky, it isn't filmed there. This includes scenes with treeless mountains in the background and semi-arid landscapes.

Factual errors

On multiple occasions, Raylan and the Marshals become involved in criminal activities which would either be the purview of local and state law enforcement or some other branch of the Department of Justice.