Modern prompting strategies reflect an evolving understanding of how large language models (LLMs) can be guided to think, reason, and solve problems more like humans. The shift from static question-answering to dynamic multi-step reasoning is more than a technical innovation — it represents a new layer of cognitive engineering. This article explores a variety of…