Kazasov took part in the 19 May coup d'état in the same year, although he publicly stated that had nothing to do with it. Following the coup he was appointed ambassador in Belgrade and ramained in office until 1936. From 1936 to 1944 he was chairman of the Committee for Protection and Amnesty of Political Fighters.