After posting a 7–4 record and a 2.91 earned run average (ERA) in the 2006 season for Long Beach State, Carpenter was drafted by the Phillies and signed on June 14 of the same year. The team assigned him to the Gulf Coast League Phillies, a rookie-league affiliate, where he appeared in two games before being promoted to short-season Batavia for the remainder of the season.