This is a good idea, I wonder if you have a write-up/blog about the performance gains in real world applications?
If you are curious about the theory and best practices behind iterating on LLM applications to improve it's performance, this is a good blog-post from Data Science at Microsoft: https://medium.com/data-science-at-microsoft/evaluating-llm-...
I am also working on takes the theory behind the blog-post above, and converting that to a more practical guide using our framework. It should be out within the next two weeks. You can get notified when we release a blog by signing up for our newsletter: https://palico.us22.list-manage.com/subscribe?u=84ba2d0a4c03...