“It needs to be baked into how the design and development process of the teams that are building use cases is played out, so that it's really intuitive, it's shifted left”

“I implemented B-trees… the reason is when you insert into a B-tree node you have to shift stuff… you can pack more data in and reduce cache problems.”

“America.gov is designed… it just has a big old LLM search box… it stores no data, that it doesn't have user accounts… an LLM front end to, like, five million government databases.”

“We've put a lot of thinking into how do we build that platform for the age of AI. We talk about a unified data layer, giving the customer the possibility to not only look at finance and tax data, but also into operational data, people data, and so on and so forth.”

“I created a position as a manager of data strategy… tasking him and his team with re-engineering the process in using AI to code and build it for us.”