Do we work at the same company?

You put it much better than I could have. Do you know if polars at all solves the problem of having opaque, mutable objects everywhere? I feel like there's a good market for having a dataframe library that's easier to reason about in your editor. It could even be a wrapper around pandas that adds rich typing sort of the way FastAPI does with Pydantic for Starlette.