https://dacip.dev/blog/Engineering notes from building a deterministic contract gate.https://dacip.dev/blog/zero-false-positives/https://dacip.dev/blog/zero-false-positives/Thu, 16 Jul 2026 00:00:00 +0000A maintainer of Apache Superset merged one of my fixes the same day I filed it. This is the honest story of validating a zero-false-positive claim on nine repos I'd never seen — including the part where it died on contact.