Failure-Aware Enhancements for Large Language Model (LLM) Code Generation: An Empirical Study on Decision Framework

Jianru Shen, Zedong Peng, Lucy Owen

Large language models (LLMs) show promise for automating software development by translating requirements into code. However, even advanced prompting workflows like progressive pro…