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Abstract:Large language model (LLM)-powered agents have demonstrated strong capabilities in automating software engineering tasks such as static bug fixing, as evidenced by benchmarks like SWE-bench. However, in the real world, the development of mature software is typically predicated on complex requirement changes and long-term feature iterations -- a process that static, one-shot repair paradigms fail to capture. To bridge this gap, we propose \textbf{SWE-CI}, the first repository-level benchmark built upon the Continuous Integration loop, aiming to shift the evaluation paradigm for code generation from static, short-term \textit{functional correctness} toward dynamic, long-term \textit{maintainability}. The benchmark comprises 100 tasks, each corresponding on average to an evolution history spanning 233 days and 71 consecutive commits in a real-world code repository. SWE-CI requires agents to systematically resolve these tasks through dozens of rounds of analysis and coding iterations. SWE-CI provides valuable insights into how well agents can sustain code quality throughout long-term evolution.
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(godbolt link):
Nearly 4,000 vehicles shipped from South Korea to Russia over 3 yrs despite sanctions: customs agency - The Korea Times，详情可参考谷歌
Также в военном подразделении заявили о поражении пяти тысяч целей, в которые вошли командные центры, штаб-квартира Корпуса стражей исламской революции (КСИР), разведывательные объекты, системы противовоздушной обороны, объекты производства ракет и беспилотных летательных аппаратов.
На просьбу об отмене пожизненного для убийцы 11-летней россиянки ответили14:59。关于这个话题，博客提供了深入分析