Software Engineering · Computer Science
A Comprehensive Empirical Evaluation of Agent Frameworks on Code-centric Software Engineering Tasks
Zhuowen Yin, Cuifeng Gao, Chunsong Fan, Wenzhang Yang +2
2025-11-04
Computation and Language · Computer Science
Coding Agents with Multimodal Browsing are Generalist Problem Solvers
Aditya Bharat Soni, Boxuan Li, Xingyao Wang, Valerie Chen +1
2025-06-04
Software Engineering · Computer Science
Professional Software Developers Don't Vibe, They Control: AI Agent Use for Coding in 2025
Ruanqianqian Huang, Avery Reyna, Sorin Lerner, Haijun Xia +1
2025-12-17
Computer Vision and Pattern Recognition · Computer Science
Simple Agents Outperform Experts in Biomedical Imaging Workflow Optimization
Xuefei, Wang, Kai A. Horstmann, Ethan Lin +8
2025-12-09
Cryptography and Security · Computer Science
Takedown: How It's Done in Modern Coding Agent Exploits
Eunkyu Lee, Donghyeon Kim, Wonyoung Kim, Insu Yun
2025-09-30
Artificial Intelligence · Computer Science
SOP-Agent: Empower General Purpose AI Agent with Domain-Specific SOPs
Anbang Ye, Qianran Ma, Jia Chen, Muqi Li +6
2025-01-17
Software Engineering · Computer Science
Beyond Local Code Optimization: Multi-Agent Reasoning for Software System Optimization
Huiyun Peng, Parth Vinod Patil, Antonio Zhong Qiu, George K. Thiruvathukal +1
2026-03-17
Software Engineering · Computer Science
Are We All Using Agents the Same Way? An Empirical Study of Core and Peripheral Developers Use of Coding Agents
Shamse Tasnim Cynthia, Joy Krishan Das, Banani Roy
2026-01-29
Artificial Intelligence · Computer Science
From Benchmarks to Business Impact: Deploying IBM Generalist Agent in Enterprise Production
Segev Shlomov, Alon Oved, Sami Marreed, Ido Levy +8
2025-12-10
Artificial Intelligence · Computer Science
CoDA: Agentic Systems for Collaborative Data Visualization
Zichen Chen, Jiefeng Chen, Sercan Ö. Arik, Misha Sra +2
2025-10-06
Software Engineering · Computer Science
Promises, Perils, and (Timely) Heuristics for Mining Coding Agent Activity
Romain Robbes, Théo Matricon, Thomas Degueule, Andre Hora +1
2026-01-29
Machine Learning · Computer Science
Procedural Generalization by Planning with Self-Supervised World Models
Ankesh Anand, Jacob Walker, Yazhe Li, Eszter Vértes +4
2021-11-03
Artificial Intelligence · Computer Science
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant
Chengyou Jia, Minnan Luo, Zhuohang Dang, Qiushi Sun +4
2024-10-25
Software Engineering · Computer Science
Code with Me or for Me? How Increasing AI Automation Transforms Developer Workflows
Valerie Chen, Ameet Talwalkar, Robert Brennan, Graham Neubig
2025-09-16
Machine Learning · Computer Science
Open-Ended Learning Leads to Generally Capable Agents
Open Ended Learning Team, Adam Stooke, Anuj Mahajan, Catarina Barros +14
2021-08-03
Software Engineering · Computer Science
Agentic Much? Adoption of Coding Agents on GitHub
Romain Robbes, Théo Matricon, Thomas Degueule, Andre Hora +1
2026-04-09
Computation and Language · Computer Science
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration?
Dadi Guo, Yuejin Xie, Qingyu Liu, Jiayu Liu +6
2026-03-05
Computation and Language · Computer Science
An Empirical Study of Automating Agent Evaluation
Kang Zhou, Sangmin Woo, Haibo Ding, Kiran Ramnath +13
2026-05-13
Artificial Intelligence · Computer Science
Generalizability of Large Language Model-Based Agents: A Comprehensive Survey
Minxing Zhang, Yi Yang, Roy Xie, Bhuwan Dhingra +2
2025-09-23
Software Engineering · Computer Science
When is Generated Code Difficult to Comprehend? Assessing AI Agent Python Code Proficiency in the Wild
Nanthit Temkulkiat, Chaiyong Ragkhitwetsagul, Morakot Choetkiertikul, Ruksit Rojpaisarnkit +1
2026-04-02
Software Engineering · Computer Science
How Do Agents Perform Code Optimization? An Empirical Study
Huiyun Peng, Antonio Zhong, Ricardo Andrés Calvo Méndez, Kelechi G. Kalu +1
2025-12-29