Note: I wrote this way back in October 2022, when I was still working on the Secure Data Environment at NHS England. I’d started thinking about ways we could make the analyses performed inside the environment repeatable and re-usable, speeding up the time it takes for researchers to go from a hypothesis to an answer. Now that I’m working on the planning data platform, I figured I’d get it published as there’s some ideas in here that may work.