Multi-SWE-bench

SWE Agent 训练数据规模化生成工具包（NeurIPS 2025 D&B Spotlight），用于自动创建大规模软件工程 Agent 训练数据集，推动 SWE Agent 能力提升。

SWE-bench is a benchmark for evaluating language models on real-world GitHub issue resolution, featuring genuine problems from popular Python repositories, now a core standard for measuring AI coding agent capabilities.

Augment SWE-bench Agent is the number one open-source SWE-bench Verified implementation, demonstrating how to build high-performance software engineering agents to automatically resolve GitHub issues.

LangChain 开源的异步编码 Agent，基于 LangGraph 构建，支持自主完成软件工程任务，包括代码生成、调试和文件编辑等异步工作流。