How to Measure Text at Scale and for Production

The most important design pattern here is when we're using this things at scale and for production, it's probably emails and guardrails. From an open source perspective, there are two ways to test these outputs. You do need a feedback loop onto any application that you're going to put out onto production where you have a thumbs up or thumbs down but voting. And then you just have to do some monitoring to see how you will need to change your prompts to avoid some of the downboarded Outputs.