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everybody please join me in welcoming Andy funding her thank you so eight things that happen at the dot attribute access and descriptors kind of interesting this talk is kind of coming full circle back to a conversation that happened at PyCon Portland where I was talking with Guido and I said whatamp;#39;s a part of Python that doesnamp;#39;t get enough attention and he said well maybe descriptors and a few months later I said well maybe Iamp;#39;ll try to make a talk out of that and now well a couple years later this talk is here so Who am I Iamp;#39;ve been a Python developer since version 2.4 but descriptors are not something that has changed since python 2.2 with the new style classes today weamp;#39;re using all Python 3 but the difference is basically a bunch of parenthetical objects being removed myself Iamp;#39;ve worked in industrial automation Metaverse development and the financial industry iamp;#39;ve previously spoken about descriptors a few different places pi Cari