This engineering post introduces deterministic simulation testing (DST), a methodology that combines comprehensive test coverage with reproducible results. It explains how DST helps find bugs before production by making seemingly random behavior predictable through techniques like seeding, and demonstrates its application to SurrealDB’s distributed transactional key-value store.