Kaleb Confer

I build data tools with one rule: if I can't prove the dataset is complete, I say so.

Most scrapers hand you rows and let you assume nothing's missing. My Actors check every fetch against the source's own published record count and report per-source whether completeness was proven — or state plainly when the source publishes no count to check against.