AI Coding Agents

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28 papers in the last four weeks, up 115% on the four weeks before. 0.3% of all new papers.

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  1. BrickBench: Evaluating Agentic Brick Design

    Oct 8, 2026Peter Kulits, Yiqing Xu, R. Kenny Jones +2AI Agent BenchmarksAI Coding Agents

    Stanford University · Max Planck Institute for Intelligent Systems · Inria

  2. Forms of LLM-Integrated Applications from LLM-Chats to Autonomous AI Agent System

    Oct 8, 2026Irene WeberLLM AgentsLLM Agent Orchestration

    University of Applied Sciences Kempten, Germany · Faculty of Mechanical Engineering, University of Applied Sciences Kempten, Kempten, Germany

  3. Tracing the Thoughts of a Coding Agent Playing ARC-AGI-3: Lessons for Continual Learning

    Oct 8, 2026Chen Wu, Josh Passenger, Yin SongContinual Learning for LLM AgentsAI Coding Agents

    AWS

  4. Closed-loop evaluation of LLM agents for embedded software development

    Oct 8, 2026Jorge García-Carrasco, Sergio García-Carrasco, Alejandro Maté +1AI Coding AgentsLLM Agent Evaluation

    Lucentia Research, Department of Software and Computing Systems, University of Alicante, Ctra. de San Vicente del Raspeig s/n, 03690 Sant Vicent del Raspeig, Spain · Universitary Institute of Materials Technology (IUTM), Universitat Politècnica de València, Plaça Ferrándiz i Carbonell, 03801 Alcoi, Spain

  5. Before They Can Solve: Predicting Post-Training Coding-Agent Performance from Base Models

    Oct 7, 2026Tan Yu, Alexander Bukharin, Khushi Bhardwaj +19AI Coding AgentsAI Agent Evaluation

    NVIDIA · University of Minnesota – Twin Cities · University of California, Berkeley

  6. Package Hallucination Attacks on Coding Agents through Prompt Injection in Rule Files

    Oct 7, 2026Yupu Wang, Zhengyuan Jiang, Reachal Wang +1AI Agent SecurityAdversarial Attacks

    Duke University

  7. ParanoiaEval: Benchmarking Unnecessary Defensive Work in Agentic Coding

    Oct 6, 2026Hanjun Luo, Xiucheng Zhang, Zhuoning Xu +4AI Coding AgentsAI Risk Management

    New York University · New York University Abu Dhabi · The Hong Kong Polytechnic University

  8. A Case Study in Assuring AI-Written Software

    Oct 6, 2026Lindsey Ferris, Sierra BonillaAI Agent ReliabilityAI Assurance

    Independent Researcher · University College London London, United Kingdom

  9. Small Agents with Semantic Search: Efficient Multilingual Code Localization

    Oct 4, 2026Maxence Lasbordes, Aarush Sinha, Raphael Sourty +2AI Coding AgentsSemantic Search

    LightOn · Inria Paris · University of Copenhagen

  10. AuraForge: Scaling Security Supervision for Training Coding Agents

    Oct 1, 2026Danqing Wang, Songwen Zhao, Harsh Sharma +4AI Coding AgentsSoftware Security

    Carnegie Mellon University · University of California, Los Angeles · ScOp Venture Capital.

  11. Incident-Arena: Getting agents to the last nine of reliability

    Sep 30, 2026Andre Fu, Malik Drabla, Leon Liu +5Agent ReliabilityAI Coding Agents

    Abundant AI · Adrenaline AI · Carnegie Mellon University +2

  12. How Much of a Harness Does a Strong Agent Need for Autonomous ML Engineering?

    Sep 30, 2026Kirill Brilliantov, Alejandro Hernández-Cano, Emmanuel AbbéAI Coding AgentsLLM Agent Evaluation

    EPFL · Apple

  13. A2Z GameSpec-Bench: How Faithfully Can Coding Agents Generate Games from Game Design Specifications?

    Sep 30, 2026Seonho Lee, Wonryeol Jeong, Alberto Cereser +4AI Coding AgentsAI Agent Benchmarks

    KRAFTON · KAIST · Korea National University of Arts

  14. LoLBench: Evaluating Coding Agents with Long-Horizon Proposals on Large Software Systems

    Sep 29, 2026Yun Peng, Zihan Wu, Zeyang Zhuang +6Software EngineeringAI Coding Agents

    Fudan University, China · City University of Hong Kong, Hong Kong · Chinese University of Hong Kong, Hong Kong +5

  15. Code4Scene: Benchmarking Coding Agents for Constructing and Editing 3D Scenes

    Sep 29, 2026Xiaokang Ye, Siddhant Hitesh Mantri, Zimeng Chen +6AI Coding Agents3D Scene Editing

    UC San Diego · UC Berkeley

  16. Can Agents Design Libraries for Agents?

    Sep 29, 2026Gabriel Orlanski, Alex L. Zhang, Avi Trost +4Software Engineering AgentsAI Coding Agents

    University of Wisconsin–Madison · Massachusetts Institute of Technology · Snorkel AI +1

  17. StateTape: Action-Conditioned Evidence Lifecycle Modeling for Long-Horizon Coding Agents

    Sep 28, 2026Ziyang Yu, Liang Zhao, Bowen Zhu +1AI Coding AgentsLLM Agent Memory

    Causal Dynamics Lab · Emory University

  18. Self-Evolving Coding Agents: From Digital Programs to Physical-World Intelligence

    Sep 28, 2026Hongcheng Gao, Jingjing Zhou, Zelin Zheng +10AI Coding AgentsLarge Language Model-Based Robot Planning

  19. Codoku: Renewable Program-Reasoning Challenges for Frontier Coding Agents

    Sep 28, 2026Cong Li, Hao Sun, Zenan Li +1AI Coding AgentsSynthetic Benchmark Generation

    ETH Zurich

  20. Opera: A Verbal Critic Framework for Long-horizon Coding Agents

    Sep 27, 2026Kai Mei, Zhiyuan Hu, Yutong Dai +7AI Coding AgentsAI Agent Auditing

    Salesforce AI Research · Rutgers University · Lehigh University

  21. Identical Runs, Different Results: Benchmarking AI Coding Agents on Open-Weight Models

    Sep 27, 2026Eduardo Ariño de la Rubia, Szilard PafkaAI Coding AgentsLLM Agent Evaluation

    Central European University · Epoch

  22. SWE-Game: Can Coding Agents Build the Games We Want?

    Sep 27, 2026Xiaoyu Chen, Lai Wei, Jin Wang +8Software Engineering AgentsAI Coding Agents

    Shanghai Jiao Tong University · Zhongguancun Academy · Shenzhen University +3

  23. Coding Agents Aren't Enough! Evaluating an Enterprise Security Brain for Agentic Cloud Investigations

    Sep 24, 2026Leon Goldberg, Gal Engelberg, Eden Yavin +3AI Coding AgentsAI Agent Evaluation

    Sola Security, Tel Aviv, Israel

  24. Between the Commits: Process, Error, and Claim Reliability in a Wholly AI-Authored Codebase

    Sep 24, 2026Douglas LeithAI Agent ReliabilityData Provenance

    Trinity College Dublin Dublin, Ireland

  25. Evaluating Coding Agents on Kernel Exploit Generation

    Sep 22, 2026Junyoung Jang, Gwanhyun Lee, Hwiwon Lee +4AI Coding AgentsSoftware Security

    Independent Researcher · University of Illinois Urbana-Champaign · Ministry of National Defense, Republic of Korea

  26. Lean Pool: An AI-Maintained Archive of Formalized Mathematics

    Sep 21, 2026Vasily IlinAI Coding AgentsInteractive Theorem Proving

    University of Washington

  27. GameLogicBench: Evaluating Coding Agents on Runtime Game Logic with Tick-Level State Assertions

    Sep 18, 2026Xinyu Che, Yunfei Ge, Shihao Li +9AI Coding AgentsBenchmark Design

    Nanjing University

  28. Quantifying Overclaiming Propensity in Frontier LLM Agents

    Sep 17, 2026Nolan Smyth, Yorguin-Jose Mantilla-Ramos, Pascal Jr Tikeng Notsawo +6AI Agent ReliabilityAI Coding Agents

    Tara Research · Mila – Quebec AI Institute · Cohere

  29. The Missing Complement: State-Conditioned Minimal Sufficient Evidence for Coding Agents

    Sep 17, 2026Zhexi Feng, Ruiyi Zhang, Yongbo Yang +1AI Coding AgentsAgentic Retrieval

    Department of Electrical and Computer Engineering University of California San Diego La Jolla, CA 92093, USA

  30. DeltaSelect: Affordable A/B Testing for Coding Agents

    Sep 17, 2026Nicholas J. ConnAI Coding AgentsBenchmark Design

    Conn Castle Studios