Article discusses challenges in writing effective software tests that are fast, reliable, and comprehensive. It explores how to move beyond manual test cases toward property-based testing and fuzzing to discover bugs in unexpected scenarios, using examples from Firezone's approach combining sans-IO design, deterministic simulation, and coverage-guided fuzzing.