Building for Scalability and Scalability

There's a very careful balance because I look at and I actually gave a talk at SR econ in 2022 about this. If you solve for all of your future problems, you might never have those future problems. Our third generation product was built to we built a directed graph into it on day one. And that has been a much better design. We are fanatical about backwards compatibility on our APIs so people who would use using our very latest X could actually run that UX against our earliest versions of the product.