The Enforcement Directorate on Thursday searched the premises linked to Telangana Bharat Rashtra Samithi (BRS) leader Gudem Mahipal Reddy and his brother Gudem Madhusudhan Reddy in connection with an alleged illegal mining-linked money laundering case.