Writing prompts in English while mentally structuring logic in Python defines the emerging practice of vibe-coding. This cognitive layer allows users to describe high-level program architectures to Claude without writing manual code. It mirrors how C++ developers visualize machine code. Practitioners now shift from syntax mastery to structural orchestration to guide LLM outputs.