Embodiments of systems and methods for patterning features in tantalum nitride (TaN) are described. In an embodiment, a method may include receiving a substrate comprising a TaN layer. The method may also include etching the substrate to expose at least a portion of the TaN layer. Additionally, the method may include performing a passivation process to reduce lateral etching of the TaN layer. The method may further include etching the TaN layer to form a feature therein, wherein the passivation process is controlled to meet one or more target passivation objectives.