Pidantic and fast apia are making interesting, run time use out of it. It's so nice how you can leverage them at run time as well. Not only that, they allow you to check your coat in in a way that doesn't require hitting every, every coat path,. You can build a data valudation on top of it, and so many more. So it's just, i absolutely think that's one of the most important additions.