Specification-Driven Code Generation with LLMs — An Empirical Study on Telling AI What to Build

A look at an empirical study applying specification-driven approaches to LLM code generation. The CURRANTE VSCode extension enforces a spec-test-implement workflow, enabling quantitative analysis of how human intervention patterns affect generated code quality.