Agentic 软件工程方法论 harness 的实证研究
原标题：Methodological Harness in Agentic Software Engineering: An Empirical Study on Mining Software Repositories
AI 摘要
该研究基于 AIDev 数据集的 116,211 个 GitHub 仓库，对其中 5,435 个进行分层分析，检验 agentic 软件工程中「方法论 harness」八项机制的可观测性。结果显示，至少采用一项机制的仓库总体占比 21.7%，高可见度仓库达 65.3%，但多机制组合配置罕见；对 150 个仓库规则文件的定性编码发现，内容多用于引导 agent 和陈述规范，而持久共享知识、可执行规范、结构化咨询与渐进式自主仅出现在少数仓库中。结论是 harness 可被经验观测，但主要以孤立机制形式存在，而非框架所设想的集成系统。
正文节选
Methodological Harness in Agentic Software Engineering: An Empirical Study on Mining Software Repositories Abstract Context. Agentic software engineering requires mechanisms that enable teams to coordinate and govern the work of agents. The framework motivating this study proposes a methodological harness composed of eight mechanisms: context engineering, persistent shared knowledge, executable specifications, N-version mindset and parallel agents, normative specifications, structured consultati