Issues with Rev.0 of the ESP32 and differences between Rev.0 and Rev.1 could possibly play a role for problems experienced in this topic.
But the tweet you are referring to and the linked readme do not indicate what “was the problem all te time” exactly means and what Rev.1 has fixed (and if it is fixable with Rev.0 if you know its bugs).