Data Quality Fix: Always Keep Three Layers (DB + ETL + Query)
Domain: data · Evidence E2 — Local smoke reproduced
data-qualityetlsqlnormalizationdefense-in-depth
Summary
ETL pipeline derives identifiers from source filenames (e.g., `robot_name` from Excel sheet names). Filenames are inherently inconsistent — the same physical ro…