Writing

Notes on validation, accuracy claims, and the things building this product taught us - including the ones that were embarrassing.

Every validation vendor claims 99% accuracy. None will show you the test.

The accuracy numbers in phone and email validation are unfalsifiable by construction. Here is a labelled dataset, a harness, and our own results - including what it found wrong with us.

28 Aug 2026 · 9 min