Good and Bad Harness Engineering

This article discusses the concept of 'Harness Engineering' for AI systems, drawing from Richard Sutton's 'Bitter Lesson'. It contrasts bad harness engineering—overly prescriptive instructions on how to achieve tasks—with good harness engineering, which focuses on providing rich context about the user, their goals, and preferences. The key insight is that as AI becomes smarter, detailed step-by-step instructions become obsolete and may hinder performance, while understanding the user's intent and desired outcomes remains valuable. The article is relevant to AI, prompt engineering, and software development practices.