AI Software Engineering

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-21

33 new papers

A weekly snapshot of new work published in AI Software Engineering.

Period ending 2026-09-14

28 new papers

A weekly snapshot of new work published in AI Software Engineering.

Period ending 2026-09-07

37 new papers

A weekly snapshot of new work published in AI Software Engineering.

Inside this field

Focused directions

946 papers

Latest in AI Software Engineering

Browse all topics →
CardsList

  1. Text2DSL: LLM-Based Code Generation for Domain-Specific Languages

    Jun 21, 2026Alexander V. Kozachok, Alexander M. Nazimov, Shamil G. MagomedovCode GenerationDomain-Specific Language

  2. Lingering Authority: Revocable Resource-and-Effect Capabilities for Coding Agents

    Jun 21, 2026Igor Santos-GrueiroCoding AgentsRuntime Enforcement

  3. All Green, Still Broken: Real-Flow Verification Lessons from an LLM-Integrated, Multi-Market Web Application

    Jun 21, 2026Muhammad Bilal, Ali Hassaan MughalBrowser AgentCommits

  4. Code Isn't Memory: A Structural Codebase Index Inside a Coding Agent

    Jun 21, 2026Ishaan Bhola, Adithyan Krishnan, Sravanth Kurmala +1CodebasesSwe-Bench Verified

  5. Reinforcement learning to improve large language model-based automated code compliance systems

    Jun 21, 2026Jack Wei Lun Shi, Minghao Dang, Wawan Solihin +2Code QualityLarge Language

  6. Leveraging Large Language Models to Obscure Code Stylometry: A Comparative Study of GPT-3.5 and GPT-4

    Jun 21, 2026Saman Pordanesh, Benjamin TanStylometricAuthorship

  7. Revelio: Cost-Efficient Agentic Memory Safety Vulnerability Detection For Repository-Scale Codebases

    Jun 20, 2026Yiwei Hou, Hao Wang, Muxi Lyu +6Vulnerability Detection & RepairLarge Language Model Safety

  8. NL2Scratch: An Executable Benchmark and Evaluation for Block-Based Programming

    Jun 20, 2026Heejin Do, Alexandre Ballenghien, Yang Wu +1Code GenerationAi-Generated

  9. Skills for the future software profession: beyond agentic AI!

    Jun 20, 2026Abhik Roychoudhury, Sungmin Kang, Baishakhi RaySoftware EngineeringCoding Agents

  10. Steer, Don't Solve: Training Small Critic Models for Large Code Agents

    Jun 20, 2026Shubham Gandhi, Yiqing Xie, Atharva Naik +2Coding AgentsCritic

  11. Is Agent Code Less Maintainable Than Human Code?

    Jun 19, 2026Shaswat Patel, Betty Li Hou, Arun Purohit +4Coding AgentsAgent Framework

  12. The Alignment Problem in Constrained Code Generation

    Jun 19, 2026Matteo Biagiola, Jahrim Gabriele Cesario, Luca Di Grazia +2Code GenerationLarge Language Model Performance

  13. ATLAS: Agentic Taxonomy of Large-Scale Software Ecosystems

    Jun 19, 2026Junyi Lu, Mengyao Lyu, Jiahui Wu +6RepositoryTaxonomy

  14. Context-Aware Generative AI for Automated Telecom Test Script Generation

    Jun 19, 2026Gautam Prasad, Chandramohan T. N., Joy BoseTest GenerationAutomated

  15. What Context Does a Coding Agent Actually Need to Act?

    Jun 19, 2026Brian Sam-BoddenCoding AgentsRepository

  16. Local LLM Agents as Vulnerable Runtimes:A Source-Code Audit of the Agent Runtime Layer

    Jun 19, 2026Zhengsong Zhang, Zongze Li, Jiawei Guo +1OpenclawVulnerable Code

  17. The Substrate Collapse: AI Code Generation Invalidates Authorship-Based Knowledge Metrics

    Jun 18, 2026Brett WheelerAuthorshipCode Quality

  18. When Do Intrinsic Rewards Work for Code Reasoning? A Comprehensive Study

    Jun 18, 2026Xiaolong Jin, Xuandong Zhao, Wenbo Guo +2Code GenerationReinforcement Learning With Verifiable Reward

  19. Multi-LCB: Extending LiveCodeBench to Multiple Programming Languages

    Jun 18, 2026Maria Ivanova, Pavel Zadorozhny, Rodion Levichev +5Benchmarking Large Language ModelsCode Generation

  20. Probe-and-Refine Tuning of Repository Guidance for Coding Agents

    Jun 18, 2026Asa Shepard, Jeannie AlbrechtCoding AgentsRepository

  21. Calibration Without Comprehension: Diagnosing the Limits of Fine-Tuning LLMs for Vulnerability Detection in Systems Software

    Jun 18, 2026Arastoo Zibaeirad, Marco VieiraVulnerability Detection & RepairLarge Language Model Safety

  22. Phoenix: Safe GitHub Issue Resolution via Multi-Agent LLMs

    Jun 18, 2026Kipngeno Koech, Muhammad Adam, Baimam Boukar Jean Jacques +1RepositoryRemediation

  23. JAMER: Project-Level Code Framework Dataset and Benchmark on Professional Game Engines

    Jun 18, 2026Jianwen Sun, Chuanhao Li, Zizhen Li +5CodebasesBehavioral Alignment

  24. Library-Aware Doubles and Iterative Repair for Large Language Model-Generated Unit Tests in OpenSIL Firmware

    Jun 18, 2026Ma Toan Bach, Yuchi Zheng, Haingo Razafindranto +4Test GenerationConsumer Hardware

  25. Before the Pull Request: Mining Multi-Agent Coordination

    Jun 17, 2026Dipankar SarkarMulti-Agent CoordinationCoordination

  26. StaminaBench: Stress-Testing Coding Agents over 100 Interaction Turns

    Jun 17, 2026Vlad Sobal, Shuo Yang, Yuting Zhang +2Coding AgentsVibe Coding

  27. Secure Coding Drift in LLM-Assisted Post-Quantum Cryptography Development: A Gamified Fix

    Jun 17, 2026R. D. N. Shakya, C. P. Wijesiriwardana, S. M. Vidanagamachchi +1Post-Quantum CryptographyCode Generation

  28. Data Intelligence Agents: Interpreting, Modeling, and Querying Enterprise Data via Autonomous Coding Agents

    Jun 17, 2026Anoushka Vyas, Aarushi Dhanuka, Sina Khoshfetrat Pakazad +1Artificial Intelligence AgentsCoding Agents

  29. Where Did the Variability Go? From Vibe Coding to Product Lines by Regeneration

    Jun 17, 2026Xhevahire TërnavaVibe CodingCode Generation

  30. SWE-Future: Forecast-Conditioned Data Synthesis for Future-Oriented Software Engineering Agents

    Jun 17, 2026Qiao Zhao, JianYing Qu, Jun Zhang +3Task SynthesisCoding Agents

  31. Code-Augur: Agentic Vulnerability Detection via Specification Inference

    Jun 17, 2026Zhengxiong Luo, Mehtab Zafar, Dylan Wolff +1Vulnerability Detection & RepairVulnerable Code

  32. ReproRepo: Scaling Reproducibility Audits with GitHub Repository Issues

    Jun 16, 2026Shanda Li, Qiuhong Anna Wei, Jingwu Tang +5ReproducibilityRepository

  33. All Smoke, No Alarm: Oracle Signals in Agent-Authored Test Code

    Jun 16, 2026Dipayan Banik, Kowshik Chowdhury, Shazibul Islam ShamimCode QualityRepository

  34. Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering

    Jun 16, 2026Maria I. Gorinova, Macey Baker, Amy Heineike +3Coding AgentsSoftware Engineering

  35. Bridging Functional Correctness and Runtime Efficiency Gaps in LLM-Based Code Translation

    Jun 16, 2026Longhui Zhang, Jiahao Wang, Chenhao Hu +3Code GenerationExecution Efficiency

  36. Unlocking LLM Code Correction with Iterative Feedback Loops

    Jun 16, 2026Le Zhang, Suresh KothariCode GenerationLarge Language Model Performance

  37. Vibe Coding Ate My Homework: An evaluation of AI approaches to greenfield software engineering and programming

    Jun 15, 2026Callum BarbourVibe CodingSoftware Engineering

  38. Cluster-Aware Dual-Level Test Specification Generation for Large-Scale Automotive Software Requirements

    Jun 15, 2026Hazem Ayman, Menna Sedik, Kareem Mostafa +3Requirements EngineeringTest Generation

  39. PromptMN: Pseudo Prompting Language

    Jun 15, 2026Enkhzol DovdonPrompt EngineeringSoftware Engineering

  40. Agent trajectories as programs: fingerprinting and programming coding-agent behavior

    Jun 15, 2026Hamidah OderinwaleCoding AgentsProcedural

  41. Beyond Models: Reflections on Engineering AI-enabled Systems in a Project-Based Course

    Jun 15, 2026Amir Mashmool, Kishan Ravindra Sawant, Mojtaba Shahin +2Computer ScienceSoftware Engineering

  42. RHO: Your Coding Agent is Secretly a Roboticist

    Jun 15, 2026Karim Elmaaroufi, Justin Svegliato, Sarunas Kalade +3Coding AgentsCode Generation

  43. Agentic Publication Protocol: An Attempt to Modernize Scientific Publication

    Jun 15, 2026Sirui Lu, Xiao-Liang QiProtocolRepository

  44. PaperJury: Due-Process Review for Bounded LaTeX Revision

    Jun 15, 2026Yiran Wang, Ruixuan An, Biao Wu +1PapersAdjudication

  45. SPARK: Security Knowledge Priming and Representation-Guided Knowledge Activation for LLM-based Secure Code Generation

    Jun 15, 2026Xiaoyun Xu, Lichao Wu, Jona te Lintelo +2Large Language Model SafetyVulnerable Code

  46. MASCOT-Android: A Curated Dataset and Automated Collection Pipeline for Android Malware Source Code Specimens

    Jun 15, 2026Bojing Li, Duo Zhong, Prajna Bhandary +4Malware DetectionSecurity Analysis

  47. Auditing Reward Hackability in Code RL Training Environments

    Jun 14, 2026Shreshth RajanCode QualityHacking

  48. Open-SWE-Traces: Advancing Dual-Mode Multilingual Distillation for Software Engineering Agents

    Jun 14, 2026Wasi Uddin Ahmad, Nikolai Ludwig, Somshubra Majumdar +1Software EngineeringSoftware

  49. Graphical-Probabilistic Modeling of Generative Flows in LLM-Native Software Systems

    Jun 14, 2026Víctor A. Braberman, Flavia Bonomo-BrabermanLarge Language Model GenerationSoftware

  50. Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence

    Jun 14, 2026Xuanle Zhao, Qiushi Sun, Jingyu Xiao +16Code GenerationSurvey

  51. Mean-Field Parallel Decoding for Discrete Diffusion Language Models

    Jun 14, 2026Tamim Zoabi, Ameen Ali, Liran Ringel +1Diffusion Language ModelsParallel

  52. Snyk VulnBench JS 1.0: Can LLMs Find the Same Bugs Twice?

    Jun 14, 2026Liran Tal, Johannes Kloos, Arsenii Rudich +2Code QualityVulnerability Detection & Repair

  53. Software Delegation Contracts: Measuring Reviewability in AI Coding-Agent Work

    Jun 14, 2026Vincent SchmalbachCoding AgentsReview

  54. LLM4RTL: Tool-Assisted LLM for RTL Generation

    Jun 13, 2026Jing Jin, Robert Chu, Ning Yan +1VhdlRegister Transfer Level

  55. ClayBuddy: A Framework, Evaluation, & Mitigation of Coding Agent Failures

    Jun 13, 2026Kenneth Ge, Andre AssisCoding AgentsAgent Harness

  56. Facial Affect Analysis for Service-Oriented Systems: Advances, Challenges, and Future Visions

    Jun 13, 2026Spyridon Georgiou, Aggelos Psiris, Thomas Lagkas +4MicroservicesSoftware

  57. TriAdReview: Triangular Adversarial Review Architecture for Multi-Model Technical Document Generation

    Jun 13, 2026Zhiqiang Zhou, Junliang Dai, Xu LingArtificial Intelligence ReviewersAdversarial Evaluation

  58. Beyond Correctness: Enhancing Architectural Reasoning in Code LLMs via Scalable Labeling with Agentic Judgment

    Jun 12, 2026Kirill Vasilevski, Ximing Dong, Benjamin Rombaut +8Code QualityLlm-As-A-Judge

  59. Every Eval Ever: A Unifying Schema and Community Repository for AI Evaluation Results

    Jun 12, 2026Jan Batzner, Sree Harsha Nelaturu, Damian Stachura +45Artificial Intelligence EvaluationSchema

  60. No Accidental Software Agent First Canonical Code for Human Code Entropy Reduction and 30 to 500 times Lower Frontier Model Requirements

    Jun 12, 2026Jepson TaylorCoding AgentsFrontier Models