Probing the Circumgalactic Medium Over the next decade, astronomers are investing billions of dollars on new instruments to study galaxy formation and evolution at large cosmological lookback times. However, cosmological simulations of galaxy formation cannot resolve the relevant physics required to robustly predict the observables which have been the focus of studies of high-redshift galaxies. I will argue that observations of the diffuse gas in the outskirts of galaxies, the so called circumgalactic medium, are essential for constraining the 'initial conditions' for galaxy formation. Such observations provide a fruitful comparison to theory, because hydrodynamics at moderate overdensities is much easier to simulate than molecule or star-formation. I will present our recent observational work on the circumgalactic medium, including two novel experiments using close quasar pairs, which allow us to probe diffuse gas around the lowest and highest mass galaxies. Absorption line modeling techniques will be reviewed, and I will summarize the implications of these new measurements in the context of galaxy formation and feedback models.