nanoevals: What goes into LLM evals

In my previous article, I tried to compile the theories around LLM and agent evaluations. It gave me a good understanding of the process but there were still a few open questions and/or concerns around what it looks like in practice. So as a follow up, I wanted to build a minimal reference implementation of an end to end eval process to understand the core parts of evals a bit more in depth.