Disclosed herein are quantum dot devices, as well as related computing devices and methods. For example, in some embodiments, a quantum dot device may include: a quantum well stack; a layer of gate dielectric above the quantum well stack; a first gate metal and a second gate metal above the layer of gate dielectric; and a gate wall between the first gate metal and the second gate metal, wherein the gate wall is above the layer of gate dielectric, and the gate wall includes a first dielectric material and a second dielectric material different from the first dielectric material.