Notes from shipping systems that hold up.

Build the seam that lets a system extend to many cases, but ship only the one case you need today. Two production systems, with numbers.

A language model is nondeterministic, but a system that consumes its output directly cannot be. How to make model output safe to consume with no human in the loop, at stream scale.