Jaskeerat Singh

A Qualitative and Quantitative Exploration of LLM-Based Test Generation Repair Loops

A dataset of LLM-generated broken-to-fixed test pairs is built, where initially failing tests are repaired via a loop under zero-shot, few-shot, and chain-of-thought prompting, and the performance of prompting strategies through repair rate and post-repair coverage is compared.