Simulations predict that the large-scale structure of the universe forms a Cosmic Web, a filamentary structure laid down by the gravitational evolution of dark matter and on which baryons infall as primordial gas to eventually cool and form galaxies. While this general picture is a robust prediction, our understanding of the Web suffers from a dearth of observational constraints, leaving models uncertain on numerous important details.