Overview

Software engineering studies how people design, build, test, deploy, and maintain software, with the goal of making systems reliable and useful as requirements change. Work spans requirements and architecture, code quality, testing and debugging, security, software evolution, and team practices, using approaches such as static analysis, model-based engineering, search-based testing, and empirical studies. Large language models and agents are increasingly used for coding, repair, testing, documentation, and repository understanding, with evaluations moving from isolated tasks toward repository-level and long-term maintenance benchmarks such as SWE-bench and continuous-integration tasks. A central challenge is turning success on bounded tasks into dependable software over time: integration, maintainability, security, and changing requirements remain difficult, making specifications, executable tests, human review, and transparent evaluation important.

Latest papers

CardsList

270 papers25 papers in the last four weeks, up 19% on the four weeks before. 0.1% of all new papers.

  1. Beyond Local Code Optimization: Multi-Agent Reasoning for Software System Optimization

    Mar 16, 2026Huiyun Peng, Parth Vinod Patil, Antonio Zhong Qiu +2Software EngineeringSoftware Engineering Agents

  2. daVinci-Env: Open SWE Environment Synthesis at Scale

    Mar 13, 2026Dayuan Fu, Shenyu Wu, Yunze Wu +11Software EngineeringLLM Agent Training

  3. The Perfection Paradox: From Architect to Curator in AI-Assisted API Design

    Mar 12, 2026Mak Ahmad, Andrew Macvean, JJ Geewax +1Software EngineeringHuman-AI Co-Creation

  4. Automating Skill Acquisition through Large-Scale Mining of Open-Source Agentic Repositories: A Framework for Multi-Agent Procedural Knowledge Extraction

    Mar 12, 2026Shuzhen Bi, Mengsong Wu, Hao Hao +5Mining Software RepositoriesLLM Agent Skill Learning

  5. Artificial Intelligence as a Catalyst for Innovation in Software Engineering

    Mar 11, 2026Carlos Alberto Fernández-y-Fernández, Jorge R. Aguilar-CisnerosAI-Assisted Software DevelopmentSoftware Engineering

  6. Quality-Driven Agentic Reasoning for LLM-Assisted Software Design: Questions-of-Thoughts (QoT) as a Time-Series Self-QA Chain

    Mar 10, 2026Yen-Ku Liu, Yun-Cheng TsaiAI-Assisted Software DevelopmentSoftware Engineering

  7. A Hybrid LTR-based System via Social Context Embedding for Recommending Solutions of Software Bugs in Developer Communities

    Mar 7, 2026Fouzi Harrag, Mokdad KhemlicheRecommender SystemsSoftware Engineering

  8. ResearchEnvBench: Benchmarking Agents on Environment Synthesis for Research Code Execution

    Mar 6, 2026Yubang Wang, Chenxi Zhang, Bowen Chen +7AI Agent BenchmarksAutonomous Research Agents

  9. LikeThis! Empowering App Users to Submit UI Improvement Suggestions Instead of Complaints

    Mar 4, 2026Jialiang Wei, Ali Ebrahimi Pourasad, Walid MaalejSoftware EngineeringHuman-AI Collaboration

  10. SWE-CI: Evaluating Agent Capabilities in Maintaining Codebases via Continuous Integration

    Mar 4, 2026Jialong Chen, Xander Xu, Hu Wei +2Software EngineeringSoftware Engineering Benchmarks

  11. Human-Certified Module Repositories for the AI Age

    Mar 3, 2026Szilárd EnyediSoftware EngineeringSoftware Supply Chain Security

  12. FastCode: Fast and Cost-Efficient Code Understanding and Reasoning

    Mar 1, 2026Zhonghang Li, Zongwei Li, Yuxuan Chen +5Efficient Language Model ReasoningSoftware Engineering

  13. Five Fatal Assumptions: Why T-Shirt Sizing Systematically Fails for AI Projects

    Feb 18, 2026Raja Soundaramourty, Ozkan Kilic, Ramu ChenchaiahSoftware Engineering

  14. Orcheo: A Modular Full-Stack Platform for Conversational Search

    Feb 16, 2026Shaojie Jiang, Svitlana Vakulenko, Maarten de RijkeConversational SearchSoftware Engineering

  15. SWE-Universe: Scale Real-World Verifiable Environments to Millions

    Feb 2, 2026Mouxiang Chen, Lei Zhang, Yunlong Feng +16Software EngineeringBenchmark Construction

  16. SWE-Spot: Building Small Repo-Experts with Repository-Centric Learning

    Jan 29, 2026Jinjun Peng, Magnus Saebo, Tianjun Zhong +5Small Language ModelsLLM Code Generation

  17. SpIDER: Spatially Informed Dense Embedding Retrieval for Software Issue Localization

    Dec 18, 2025Shravan Chaudhari, Rahul Thomas Jacob, Jiajun Cao +3Software EngineeringSoftware Engineering Benchmarks

  18. Metamodel-Guided Model Generation with Layered Constraints

    Oct 29, 2025Tong Ma, Hui Lai, Hui Wang +4Software EngineeringControllable Text Generation

  19. Investigating The Smells of LLM Generated Code

    Oct 3, 2025Debalina Ghosh Paul, Hong Zhu, Ian BayleySoftware EngineeringCode Generation Evaluation

  20. LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery

    Aug 17, 2025Arshia Akhavan, Alireza Hoseinpour, Abbas Heydarnoori +2Software EngineeringLLM Agents

  21. LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning

    Jul 22, 2025Bo Hou, Xin Tan, Kai Zheng +3Software EngineeringSoftware Engineering Agents

  22. Search-Based Software Engineering and AI Foundation Models: Current Landscape and Future Roadmap

    May 26, 2025Hassan Sartaj, Shaukat Ali, Paolo Arcaini +1Software EngineeringLarge Language Model-Guided Optimization

  23. FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow

    May 23, 2025Haoyu Sun, Huichen Will Wang, Jiawei Gu +2Software EngineeringWeb Application Generation

  24. Perspective of Software Engineering Researchers on Machine Learning Practices Regarding Research, Review, and Education

    Nov 28, 2024Anamaria Mojica-Hanke, David Nader Palacio, Denys Poshyvanyk +2Software Engineering