Distilling Reasoning Traces into Advisory Prompts for Software Engineering Tasks

Faizan Faisal, Prem Devanbu, Toufique Ahmed

Language models are widely used for generating and otherwise processing code (e.g., identifying code hallucinations, possible inputs, or predicting outputs); however, LLMs can make…