Overusing foundation models for simple tasks remains a primary error for developers. Chip Huyen highlights the tendency to apply generative AI to problems that do not require it, such as energy optimization. This misalignment wastes resources and complicates architecture. Practitioners must prioritize deterministic logic over probabilistic models when precision is the primary goal.