Collider signatures containing bosons and b quarks are particularly interesting. The final state containing a Z or W boson and one or more b-jets is a promising Higgs search channel at the Tevatron and could be a window to new physics at the LHC. The top quark decays to a W and a b nearly 100% of the time; studies of top production and decay benefit from understanding the W+b signature in detail. The photon+b-jet final state offers the possiblitiy to observe a signature of supersymmetry. Each of these boson and b quark signatures is shared by a more mundane production mechanisms: simple electroweak production of a W/Z/gamma in events with QCD production of b's. These common topologies have received much recent attention and perturbative QCD (pQCD) calculations have been made to predict the cross sections and kinematics for such events. Direct studies of these processes in the data offer the opportunity to check the precision of the leading-order and next-to-leading-order pQCD predictions. In this talk we present the latest CDF results on b-jets produced in events containing a single boson, W/Z/gamma. These results are compared to available predictions form theory in the hopes of refining our understanding of these processes. The relevance of these studies goes beyond the Tevatron, since the insight gained on these production mechanisms will be useful in building improved models for such events at the LHC.