Organizing Harness Engineering in 5 Layers: Insights from a Scratch Python Implementation

This article brilliantly demystifies the emerging concept of 'harness engineering,' showing how it perfectly encapsulates the best practices developers already use with cutting-edge coding 智能体s like Claude Code and Codex. By breaking down this architecture into a highly actionable 5-layer model and providing a hands-on Python implementation, the author makes a complex subject highly accessible. It is a fantastic, empowering read for anyone looking to gain deeper, more structured control over their 大规模语言模型 (LLM) workflows.