The Diminishing Returns of Prompt Engineering with Advanced Language Models in Software Engineering Tasks

While advanced language models demonstrate strong potential in software engineering tasks, the effectiveness of traditional prompt engineering techniques diminishes with their use, particularly for reasoning models.