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- short_name: AgentForge
title: 'AgentForge: Execution-Grounded Multi-Agent LLM Framework for Autonomous
Software Engineering'
authors: Rajesh Kumar, Waqar Ali, Junaid Ahmed, Najma Imtiaz Ali, Shaban Usman
year: '2026'
venue: arXiv preprint arXiv:2604.13120
month: 2026-04
links:
arxiv: https://arxiv.org/abs/2604.13120
- short_name: SWE-Adept
title: 'SWE-Adept: An LLM-Based Agentic Framework for Deep Codebase Analysis and
Structured Issue Resolution'
authors: Kang He, Kaushik Roy
year: '2026'
venue: arXiv preprint arXiv:2603.01327
month: 2026-03
links:
arxiv: https://arxiv.org/abs/2603.01327
- short_name: Meta-RAG
title: Meta-RAG on Large Codebases Using Code Summarization
authors: Vali Tawosi, Salwa Alamir, Xiaomo Liu, Manuela Veloso
year: '2025'
venue: arXiv preprint arXiv:2508.02611
month: 2025-08
links:
arxiv: https://arxiv.org/abs/2508.02611
- short_name: SWE-Debate
title: 'SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution'
authors: Han Li, Yuling Shi, Shaoxin Lin, Xiaodong Gu, Heng Lian, Xin Wang, Yantao
Jia et al.
year: '2025'
venue: ICSE 2026
month: 2025-07
links:
arxiv: https://arxiv.org/abs/2507.23348v1
- short_name: AgentScope
title: SWE-Bench - AgentScope
authors: Wenhao Zhang, Yuexiang Xie amd Dawei Gao, Xuchen Pan, Yaliang Li, Bolin
Ding, Jingren Zhou
year: '2025'
venue: '-'
month: 2025-06
links:
website: https://doc.agentscope.io/v0/en/tutorial/swe.html
- short_name: Devlo
title: Achieving SOTA on SWE-bench
authors: Devlo
year: '2025'
venue: '-'
month: 2025-05
links:
website: https://devlo.ai/blog/devlo-swe-bench-sota/
- short_name: Refact.ai Agent
title: AI Coding Agent for Software Development - Refact.ai
authors: Sergey Vakhreev
year: '2025'
venue: '-'
month: 2025-05
links:
website: https://refact.ai/blog/2025/open-source-sota-on-swe-bench-verified-refact-ai/
- short_name: Lingxi
title: Lingxi/docs/Lingxi Technical Report 2505.pdf at master · lingxi-agent/Lingxi
authors: Xu Yang
year: '2025'
venue: '-'
month: 2025-03
links:
github: https://github.com/lingxi-agent/Lingxi/blob/master/docs/Lingxi%20Technical%20Report%202505.pdf
- short_name: OrcaLora
title: 'OrcaLoca: An LLM Agent Framework for Software Issue Localization'
authors: Zhongming Yu, Hejia Zhang, Yujie Zhao, Hanxian Huang, Matrix Yao, Ke Ding,
Jishen Zhao
year: '2025'
venue: Forty-second International Conference on Machine Learning 2025
month: 2025-02
links:
arxiv: https://arxiv.org/abs/2502.00350v2
openreview: https://openreview.net/forum?id=LyUfPOvM6I
- short_name: CodeCoR
title: 'CodeCoR: An LLM-Based Self-Reflective Multi-Agent Framework for Code Generation'
authors: Ruwei Pan, Hongyu Zhang, Chao Liu
year: '2025'
venue: arXiv preprint arXiv:2501.07811
month: 2025-01
links:
arxiv: https://arxiv.org/abs/2501.07811
- short_name: MarsCode Agent
title: 'MarsCode Agent: AI-native Automated Bug Fixing'
authors: Yizhou Liu, Pengfei Gao, Xinchen Wang, Jie Liu, Yexuan Shi, Zhao Zhang,
Chao Peng
year: '2024'
venue: arXiv preprint arXiv:2409.00899
month: 2024-09
links:
arxiv: https://arxiv.org/abs/2409.00899
- short_name: HyperAgent
title: 'HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks
at Scale'
authors: Huy Nhat Phan, Tien N. Nguyen, Phong X. Nguyen, Nghi D. Q. Bui
year: '2024'
venue: arXiv preprint arXiv:2409.16299
month: 2024-09
links:
arxiv: https://arxiv.org/abs/2409.16299
- short_name: DEI
title: 'Diversity Empowers Intelligence: Integrating Expertise of Software Engineering
Agents'
authors: Kexun Zhang, Weiran Yao, Zuxin Liu, Yihao Feng, Zhiwei Liu, Rithesh R N,
Tian Lan et al.
year: '2024'
venue: The Thirteenth International Conference on Learning Representations 2025
month: 2024-08
links:
arxiv: https://arxiv.org/abs/2408.07060v1
openreview: https://openreview.net/forum?id=cKlzKs3Nnb
- short_name: OpenHands
title: 'OpenHands: An Open Platform for AI Software Developers as Generalist Agents'
authors: Xingyao Wang, Boxuan Li, Yufan Song, Frank F. Xu, Xiangru Tang, Mingchen
Zhuge, Jiayi Pan et al.
year: '2024'
venue: The Thirteenth International Conference on Learning Representations 2025
month: 2024-07
links:
arxiv: https://arxiv.org/abs/2407.16741v3
openreview: https://openreview.net/forum?id=OJd3ayDDoF
- short_name: CodeR
title: 'CodeR: Issue Resolving with Multi-Agent and Task Graphs'
authors: Dong Chen, Shaoxin Lin, Muhan Zeng, Daoguang Zan, Jian-Gang Wang, Anton
Cheshkov, Jun Sun et al.
year: '2024'
venue: arXiv preprint arXiv:2406.01304
month: 2024-06
links:
arxiv: https://arxiv.org/abs/2406.01304
- short_name: AutoCodeRover
title: 'AutoCodeRover: Autonomous Program Improvement'
authors: Zhang, Yuntong, Ruan, Haifeng, Fan, Zhiyu, Roychoudhury, Abhik
year: '2024'
venue: Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing
and Analysis 2024
month: 2024-04
links:
arxiv: https://arxiv.org/abs/2404.05427v3
doi: http://dx.doi.org/10.1145/3650212.3680384
- short_name: MAGIS
title: 'MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution'
authors: Wei Tao, Yucheng Zhou, Yanlin Wang, Wenqiang Zhang, Hongyu Zhang, Yu Cheng
year: '2024'
venue: The Thirty-eighth Annual Conference on Neural Information Processing Systems
2024
month: 2024-03
links:
arxiv: https://arxiv.org/abs/2403.17927v2
openreview: https://openreview.net/forum?id=qevq3FZ63J