Field notes
Blog
A real-time lakehouse on a laptop: streaming Wikipedia edits end to end
The failures that shaped a local-first Wikimedia streaming pipeline.
The fixed tax: DuckDB vs Polars vs Spark, measured honestly at MB scaleBenchmark series #1 — decomposing engine runtime into fixed overhead and per-row cost on TPC-H, and what a two-point model honestly says about scale.