I vaguely remember reading that long COVID is really chronic fatigue syndrome or similar. Basically it can happen after any infection. Doctors haven't been able to figure out what causes it largely because there hasn't been enough data. It's not until COVID came along that they're taking it seriously.
Not sure if that's more or less reassuring though. I guess personally I find it reassuring that it's likely not something COVID specific.