Overusing foundation models for simple tasks remains a primary error for developers. Chip Huyen warns that teams often apply generative AI to problems better solved by traditional algorithms, such as energy optimization. This tendency creates unnecessary complexity. Practitioners must prioritize deterministic logic over LLMs when precise, predictable outputs are required for the application.