I intentionally kept it lightweight. Just Parquet files + simple partitioning + commits on Hugging Face. That already covers most of what I need, without introducing a heavier stack or extra dependencies.

Also, I wanted something that is easy to consume anywhere. With this setup, you can point DuckDB or Polars directly at the data and start querying, no catalog or special tooling required.