 After the 2014 season, the Indians added Armstrong to their 40-man roster.Armstrong pitched for the Columbus Clippers of the Class AAA International League in 2015, and was named to the Triple-A All-Star Game.Armstrong was called up to the major leagues for the first time on August 8, 2015.