Advanced AI Application Practice

Nov 8, 2025 · Fundamentals

Masked Testing: Why Ignoring System Logic Turns Tests into Guesswork

The article explains how relying solely on black‑box testing hides critical business‑logic bugs, illustrates three concrete failure scenarios, and offers four practical steps—asking targeted questions, visualizing workflows, designing focused test cases, and monitoring logs and databases—to transition toward gray‑box testing.