Through cryo-EM and AF modeling, we have demonstrated that the RSK2:ERK2 complex adopts a compact, triangular conformation, with clear structural features that correspond to the individual kinase domains of both proteins. Here, RPS6KA3 is linked to atrial fibrillation.