The lack of gluino signals in existing LHC data makes Dirac gauginos more motivated in weak scale SUSY phenomenology. I will describe a solution to a long-standing challenge in Dirac Gaugino model building, namely, how to avoid ubiquitous tachyons charged under the Standard Model gauge symmetries. I will also briefly discuss a simple realization of this scenario in SUSY QCD with weakly gauged flavor symmetries.