Complex sentence: He held the position until October of 2010, when he stepped down as Chief Judge to take a seat on the court as an associate judge.
Split into simpler sentences: He held the position until October of 2010. In 2010, Toussaint stepped down from service as Chief Judge and took a seat on the court as an associate judge.