4XX errors typically indicate client issues e.g. requesting a non-existent resource. The AI dog should be more concerned about 5XX errors, which indicate server issues e.g. being unavailable.
But why is the client asking for a missing resource, commonly you can find some asset of yours linking to that missing item. These days you can have a bot chase that down and give you a damned good idea on a proper fix.