Georgia Code Title 8. Buildings and Housing § 8-3-215

(a) Any party to a hearing before the administrative law judge may appeal any adverse final order of the administrative law judge by filing a petition for review in the Superior Court of Fulton County within 30 days of the issuance of the final order. The administrative law judge shall not be a named party. The administrator must be served with a copy of the petition for review. Within 30 days after the petition is served on the administrator, the administrator shall forward to the court a certified copy of the record of the hearing before the administrative law judge, including the transcript of the hearing before the administrative law judge and all evidence, administrative pleadings, and orders, or the entire record if no hearing has been held. For good cause shown, the court may require or permit subsequent corrections or additions to the record. All appeals for judicial review shall be in accordance with Chapter 13 of Title 50, the “Georgia Administrative Procedure Act”; provided, however, that if any provisions of Chapter 13 of Title 50 conflict with any provision of this article, this article controls.

(b) The court shall not substitute its judgment for that of the administrative law judge as to the weight of the evidence on questions of fact. The court may affirm a final order of the administrative law judge or remand the case for further proceedings. The court may reverse or modify the final order if substantial rights of the appellant have been prejudiced because the administrative findings, inferences, conclusions, or decisions are:

(c) Upon judicial review of any order of the administrator or in a proceeding in which a complainant seeks enforcement of a conciliation agreement, the court in its discretion may award the prevailing party reasonable attorney's fees and costs; provided, however, that a respondent may be awarded reasonable attorney's fees and court costs only if the respondent prevails on all alleged violations in the order or of the conciliation agreement and upon a showing that the action is frivolous, unreasonable, or without foundation.