Spec Coding
An AI-assisted programming paradigm in which specification documents are written in advance to enable AI to automatically generate code based on clearly defined requirements. This approach shifts the human role from writing code to writing specifications.
Core Facts
Timeline (last 90 days)
业界方法论从Vibe Coding演进到Spec Coding（规格驱动编程），再到Harness Engineering（脚手架/约束工程），以及Loop Engineering（循环工程）
业界方法论从Vibe Coding演进到Spec Coding，再到Harness Engineering，以及近期的Loop Engineering
按特性（Feature）分层完成是Spec Coding的实践方式，每个特性有明确规格边界，AI在边界内工作
Some top AI companies have begun shifting toward interview formats closer to real work scenarios, such as ML system design, experiment analysis, and model debugging
All Facts (4)
Some top AI companies have begun shifting toward interview formats closer to real work scenarios, such as ML system design, experiment analysis, and model debugging
70%Unverified业界方法论从Vibe Coding演进到Spec Coding（规格驱动编程），再到Harness Engineering（脚手架/约束工程），以及Loop Engineering（循环工程）
50%Unverified业界方法论从Vibe Coding演进到Spec Coding，再到Harness Engineering，以及近期的Loop Engineering
50%Unverified按特性（Feature）分层完成是Spec Coding的实践方式，每个特性有明确规格边界，AI在边界内工作
50%