The nogil build stores the reference counts in a different spot in the PyObject struct and the reference counting logic is a bit more complicated, so it touches more places in memory than the old logic did. I think it was just dumb luck that we didn't seg fault with older python versions but now that python's reference counting internals changed we're finally getting in trouble for this bug.

Thanks Nathan.