An Empirical Study of Harness Design for Coding Agents

A research paper titled 'An Empirical Study of Harness Design for Coding Agents' has been published on arXiv. The paper explores the design of harnesses for coding agents, specifically focusing on the relationship between harness design and coding agent performance. The authors conducted an empirical study, analyzing data from 20 human-coding agents and 5 coding agents developed using the Harnessing Coding Agents (HCA) framework. The study investigated the impact of various harness design features on coding agent performance, including the number of tasks completed, task completion rate, and task accuracy. The results showed that certain harness design features, such as the use of multiple task types and the inclusion of feedback mechanisms, had a significant positive impact on coding agent performance. The study's findings provide insights for the design of effective harnesses for coding agents, which can be used to improve the efficiency and accuracy of coding tasks.