Atlanta optioned Munoz to Triple-A Gwinnett on Thursday.
Munoz was only up in Atlanta's bullpen for a couple of days and did not make an appearance. The 23-year-old right-hander has posted a 4.94 ERA and 24:20 K:BB in 27.1 innings this season between the Double-A and Triple-A levels.