This is the future I had always envisioned but could never execute on. The idea that the visual format is dynamic. The data is there, we have the logic and APIs but we need transformation into visual formats based on some input. Ultimately this is the answer. Where you're going to get some pregenerated "cards", embeds and widgets but then also larger flows will be generated and then saved to be used over and over. We're really in the early innings of it all. What it also means is how we consume content will change. The web page is going to get broken down into snippets. Because essentially why do we need the web page or web a website. We don't. It's specific actions we want to perform and so we'll get the output of that. It also means in the long term how data is stored and accessed will be change to reflect a more efficient format for LLMs e.g the vector database for RAG is only the begining.