Not throw away, but make it default. And in the ROR settings, the option audit_log_index: xyz is given. I would not delete audit logs automatically as long as one can decide, how long he will keep it. Could be a case, that one will keep the logs for longer than 2 weeks.
What I wanted to do, is written here: