Astrophysics is as solid as particle physics and plasma physics; it's the other laboratory used to confirm fundamental theory. The models are very good. There is a natural explanation for every well observed phenomenon that fits all known physics, and wherein the models match up to the observations. Astrophysics really isn't the place to be looking first for issues, I'd say.