#data-engineering

Windsurf Rules for Python Data Pipelines

Opinionated rules for pandas/polars pipelines: validate schemas at every boundary, process incrementally by partition, and never mutate a DataFrame in place.

Use when: Use in Python repos that move data through ETL/ELT stages with pandas or polars, especially when silent schema drift or full-table reprocessing has burned you before.