If you've been trying to figure out DSPy - the automatic prompt optimization system - this talk by @dbreunig is the clearest explanation I've seen yet, with a very useful real-world case study https://www.youtube.com/watch?v=I9ZtkgYZnOw
My notes here: https://simonwillison.net/2025/Oct/4/drew-on-dspy/