Prompt Engineering Is Dead:5 Layers of Context Engineering That Actually Work in Production
中文摘要
提示工程已“死”，情境工程兴起。多数AI应用失败因仅管理五层上下文中的一层。掌握全部五层是生产成功的关键。
English Summary
Prompt engineering is "dead," replaced by 5-layer context engineering. Most AI apps fail because engineers only manage one layer, highlighting the need to master all five for production success.
原文节选
Most AI engineers are managing 1 of 5 layers in their context window. The other 4 are why their app keeps failing. Continue reading on Medium »