i believe one of the lennox diff tools is written with debex python. I had heard that on the drop box u i was written with w x for a while. H, it seems like there's quite a rich library for working with these things with dobex python or wick python. And i guess maybe one of the nice ways to explore this would be agtogo ig over her a. Ltle, i to talk about sort of some of the things you covered in a recent book that you wrote,. Not super recent, but somewhat recent creatin goy applications with wicks python, which is pretty coal.