The Astros optioned Whitley to Triple-A Sugar Land on Thursday, Matt Kawahara of the Houston Chronicle reports.
Whitley allowed two unearned runs while striking out five over 2.2 innings in a couple appearances this week. He threw 48 pitches in Wednesday's blowout loss to the Reds, so the Astros will swap him out for a fresh arm.