Anthropic has introduced a new feature in their Console that allows users to generate production-ready prompt templates using AI. This feature employs prompt engineering techniques such as chain-of-thought reasoning, role setting, and clear variable delineation to create effective and precise prompts. It helps both new and experienced prompt engineers save time and often produces better results than hand-written prompts. The generated prompts are also editable for optimal performance.
This article discusses the art and science of prompt engineering for large language models (LLMs), providing an overview of basic and advanced techniques, recent research, and practical strategies for improving performance.
