Gauged Gaussian Fermionic PEPS offer a way to study lattice gauge theories with fermionic matter using tensor networks in more than one space dimension, which is both physically motivated (a state level analogue of minimal coupling) and numerically efficient (when combined with Monte-Carlo, one can perform computations without encoutering the sign problem). I will discuss the important properties of these states and demonstrate with some results.