 In the 2005-06 season they found themselves in the second division and finished in a respectable 8th spot, thus avoiding relegation, which was the goal at the beginning of the season.That was undoubtedly his first successful period as a coach.After leaving Sevojno, Stamenković returned to his old club Mladenovac which then played in the Serbian First League second highest tier in Serbian football.