Skip to content
S
Sofia's Notes
Writing
Archive
Uses
About
Archive
All 10 posts, newest first.
2026
Aug 13
Small Data Is Underrated
Aug 3
Data Contracts Without the Hype
Jul 25
The Metric Everyone Defined Differently
Apr 13
Polars vs. pandas for Everyday Work
Jan 3
Incremental Models That Don't Lie to You
2025
Nov 7
Testing Pipelines Like Application Code
Oct 20
DuckDB Replaced Half of Our Data Stack
Aug 13
Partitioning Strategies I Wish I'd Known Earlier
Jul 27
Dealing With Late-Arriving Data
May 22
Backfills Are a Product Feature