[the_svd_doctor]

Same opinion. I have little/no exposure to compilers (yes I know, maybe I'm not the right target) and tried to follow Toy and had to resort to a lot of wikipedia/google just to understand the concepts and terms. And after finishing it I was still a bit confused about how to even get started. I think it could be made a bit more beginner friendly.

I found the standalone example https://github.com/llvm/llvm-project/tree/main/mlir/examples... in the MLIR repo to be very useful, on the other hand.