The original title for the film was "Attack of the Robotic Horseman from Outer Space". It was changed due to being unable to shoot the scene that established the Robotic Horseman's origins.
In the earlier drafts of the script, the film was to be set at night. However, due to scheduling, it was rewritten to take place during the day.