The rise of “vibe coding” has marginalized requirement analysis, allowing unverified “Make it Work” assumptions to accumulate into complex defects that evade standard testing. In the absence of a reliable ground truth oracle, we advocate a paradigm shift from correctness verification to logic consistency. We introduce Differential Logic Analysis (DLA), a framework that utilizes Logical Inference to detect internal contradictions across parallel and sequential development workflows. Preliminary simulations demonstrate that DLA successfully intercepts logic drift, such as contradictions and unspecified assumptions, and offers a new perspective on reliability assessment in the AI-assistant development era.
Nadia Daoudi Luxembourg Institute of Science and Technology, Iván Alfonso Luxembourg Institute of Science and Technology, Jordi Cabot Luxembourg Institute of Science and Technology