Production Agentic Systems

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6 papers in the last four weeks, down 14% on the four weeks before. 0.1% of all new papers.

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  1. WEFT: Scaling Tool-Use Post-Training for General-Purpose Agents

    Sep 29, 2026Bo Mao, Hang He, Linting Wang +17Production Agentic SystemsSelf-Evolution

    East China Normal University · Shanghai Innovation Institute · Fudan University +2

  2. Distilling Agentic Systems: A Roadmap across Models, Artifacts, and Harnesses

    Sep 29, 2026Ziluowen Luo, Senzhang Wang, Chaozhuo Li +9Knowledge DistillationProduction Agentic Systems

    Central South University, ChangSha, Hunan, China · Beijing Academy of Artificial Intelligence, Beijing, China · Hong Kong Polytechnic University, Hongkong, China +2

  3. Same Winners, Different Success Rates: Evaluating How LLM Agents Recover from Failures

    Sep 28, 2026Dong Xu, Zhangfan Yang, Jiantao Wu +5Task Success RateLarge Language Model Agents

    School of Artificial Intelligence, Shenzhen University · EasternDawn · School of Computer Science, University of Nottingham Ningbo

  4. Data Agents: Agentic Data Systems

    Sep 21, 2026Guoliang Li, Peiyao Zhou, Xuanhe Zhou +3Data Science AgentsProduction Agentic Systems

    Department of Computer Science, Tsinghua University, Beijing, China · Shanghai Jiao Tong University, Shanghai, China · The Hong Kong University of Science and Technology (Guangzhou), China +1

  5. Agentic Search Spaces for Tabular Machine Learning

    Sep 14, 2026Renat Sergazinov, Artem Chistyakov, Sergey Pankevich +1Tabular LearningGeneral Grid Search Framework

    † Yandex ‡ HSE University

  6. Do Agents Know When They Succeed? Calibrating Agent Confidence from Internal Representations

    Sep 10, 2026Priyanka Mary Mammen, Emil Joswin, Srujananjali MedicherlaProduction Agentic SystemsConfidence Calibration

    UMass Amherst · Independent Research

  7. Where Reliability Lives: Experimental Localisation of Behavioural Properties in an Agent System

    Sep 2, 2026Timothy Marsden, Matthew Collecutt, James MarsdenProduction Agentic SystemsEpistemic Integrity

    Taniwha AI

  8. Bandits in Prod: Hyperparameter Optimization at Inference Time

    Sep 1, 2026Louis Abraham, Tuan-Anh Nguyen, Nicolas DevatineGeneral Grid Search FrameworkAgentic Optimization

    Tiime Paris, France

  9. AgentFactory: Towards Automated Agentic System Design and Optimization

    Sep 1, 2026Enci Zhang, Haofeng Wang, Yuesheng Zhu +2Production Agentic SystemsAgentic

    Peking University Shenzhen Graduate School, Shenzhen, China

  10. ContextPipe: Database-Inspired Context Assembly for Long-Horizon Agents

    Sep 1, 2026Peng Xu, Zuyu Zhang, Yuze Sun +3Long-Horizon AgentsProduction Agentic Systems

    MatrixOrigin · Tsinghua University

  11. A Systematic Survey of Agentic Skills: Architecture, Lifecycle, and Security

    Aug 30, 2026Sanket Badhe, Deep Shah, Priyanka Tiwari +1Reusable Agent SkillsProduction Agentic Systems

    Google LLC · Purdue University

  12. CTBench: Evaluating Troubleshooting Capabilities of AI Agents in Realistic Telecom Network Operations

    Aug 12, 2026Xingyu Yan, Tingting Dai, Antonio De Domenico +16Mobile NetworksOptical Networks

    *Huawei Technologies, China · †Paris Research Center, Huawei Technologies, Boulogne-Billancourt, France · +Queen Mary University of London

  13. Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design

    Aug 10, 2026Qing Zong, Jiayu Liu, Junhao Shen +9Co-EvolutionSelf-Evolution

    1Hong Kong University of Science and Technology · University of Illinois Urbana-Champaign · 3The Chinese University of Hong Kong +2

  14. Agentic AI: User Empowerment or Enclosure?

    Aug 6, 2026David Gamba, Daniel M. Romero, Grant SchoenebeckGovernanceProduction Agentic Systems

    University of Michigan Ann Arbor, MI, USA

  15. When Agentic AI Meets Integrated Sensing and Communication

    Aug 6, 2026Kai Li, Conggai Li, Sarah Ali Siddiqui +4Integrated Sensing And CommunicationProduction Agentic Systems

    Interdisciplinary Centre for Security, Reliability and Trust (SnT), University of Luxembourg, Luxembourg · Technology, CSIRO, Sydney, NSW, Australia · College of Computer, Qassim University, Buraydah, Saudi Arabia +1

  16. The Agent Operating System (AOS): A Reference Operating Architecture for Distributed Agentic Systems

    Aug 4, 2026Ankur Sharma, Deep ShahProduction Agentic Systems

    AOS Specification Series

  17. ADIAS: Automated Design of Interactive Agentic Systems

    Aug 3, 2026Lekang Jiang, Bohan Tang, Stephan Goetz +1Agentic OptimizationProduction Agentic Systems

    University of Cambridge · LIGHTSPEED · Independent Researcher

  18. Stateful Governance for Concurrent Agentic Systems

    Aug 3, 2026Yuxiang Peng, Xiaodi WuGovernanceProduction Agentic Systems

    Purdue University · West Lafayette, Indiana, USA · University of Maryland, College Park +1

  19. Agentic Incident Response through Digital Twin-Enhanced Multiscale Planning

    Aug 3, 2026Yiran Gao, Tao Li, Kim HammarIncident ResponseLarge Language Model Planning

    City University of Hong Kong, Hong Kong SAR · Imperial College London, United Kingdom

  20. From AI Technical Debt to Agentic Technical Debt: A Systematic Mapping of Root Causes and Manifestations in Agentic AI Systems

    Aug 2, 2026Muhammad Tukur, Hayatullahi B. Adeyemo, Tao Chen +5Production Agentic SystemsTrustworthy Artificial Intelligence

    School of Computer Science, University of Birmingham, Edgbaston, UK · College of Science and Engineering, HBKU, Qatar · Computing and Informatics, Bournemouth University, Bournemouth, UK +2

  21. Beyond Component Testing: Validating Agentic AI Systems

    Jul 31, 2026Fabio Orazio Mirto, Luca D'Agati, Giuseppe Tricomi +4Production Agentic SystemsModel-Based Multi-Agent Systems

    Department of Biomedical, Dental, and Morphological and Functional Imaging Sciences, University of Messina, A.O.U. Policlinico “G.Martino” - Via Consolare Valeria, Messina, 98125, Italy. · Department of Engineering, University of Messina, Contrada di Dio, Sant’Agata, Messina, 98158, Italy. · Institute for High Performance Computing and Networking of National Research Council of Italy, ICAR-CNR, Via Pietro Castellino 111, Naples, 80131, Italy. +1

  22. HALO: Heterogeneous Admission through Localized Obligations for Safe Agentic Execution

    Jul 30, 2026Taewoo Park, Kyeonghyun Yoo, Kiseok Kim +2Production Agentic SystemsAdmissibility

    Korea University

  23. Towards a Systems Foundation for Agentic Cloud Management

    Jul 28, 2026Minghao Li, Ziqian Liu, Ziyu Mao +5Production Agentic SystemsCloud

    The University of Hong Kong · Microsoft · University of Illinois Urbana-Champaign

  24. Agentic AI in medicine: architectures, applications, evaluation, and challenges for clinical translation

    Jul 28, 2026Zheng Tong, Yang Liu, Wanshu Fan +6Real-World Clinical WorkflowsMultimodal Clinical Data

    School of Software Engineering, Dalian University, Dalian, China · Department of Surgery, Affiliated Zhongshan Hospital of Dalian University, Dalian, China · The Chinese University of Hong Kong, Shenzhen, China +3

  25. Towards an Agent Operating System - Lessons from Classical and Cloud OS

    Jul 27, 2026Gosia Steinder, Hubertus FrankeProduction Agentic SystemsSoftware

    IBM T.J.Watson Research Center · Yorktown Heights, NY 10598, USA

  26. Building AI That Works: ESnet's Pragmatic Approach to AI-Driven Operational Excellence

    Jul 24, 2026Bin Dong, Sukhada Gholba, Brooklin Gore +15Incident ResponseProduction Agentic Systems

    Energy Science Network

  27. Engineering Trustworthy Agentic AI for Critical Systems

    Jul 20, 2026Omar Al-Refai, Ibrahim Shahbaz, Adam Ali Husseinat +3Trustworthy Artificial IntelligenceProduction Agentic Systems

    Innovations in Systems Trust and Resilience (iSTAR) Laboratory, Texas A&M University, TX, USA · Texas A&M Institute of Data Science - Security, Privacy and Resilience for Trusted AI (SPARTA) Thematic Lab., Texas A&M University, TX, USA · Texas A&M Global Cyber Research Institute (GCRI), Texas A&M University, TX, USA

  28. LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications

    Jul 20, 2026Daniela Rojas, Abdulwahab Albassam, Aidan G. Leung +11Production Agentic SystemsTool-Grounded Reasoning

    Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, CA, 92093, USA · Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, T6G 1H9, Canada

  29. Agentic ERP: Multi-Agent Large Language Model Architecture for Autonomous Enterprise Resource Planning

    Jul 19, 2026Zhihao Liu, Tianyu Wang, Xi Vincent Wang +1Enterprise SystemsProduction Agentic Systems

    Department of Production Engineering, KTH Royal Institute of Technology, Stockholm, Sweden

  30. Behavioral Controllability of Agentic Models for Information Extraction: From Fixed Workflows to Reflective Agents

    Jul 17, 2026Lujia Zhang, Xingzhou Chen, Hongwei FengProduction Agentic SystemsLarge Language Model Workflows

  31. Beyond Generalist LLMs: Specialist Agentic Systems for Structured Code Workflow Execution

    Jul 16, 2026Harris Borman, Herman Wandabwa, Fusun Yu +4Agentic WorkflowsAgentic Workflow Design

    Commonwealth Bank of Australia, Sydney, Australia.

  32. Agentic Service-Oriented Computing: A Manifesto for the Next Frontier of Service-Oriented Computing

    Jul 14, 2026Amin Beheshti, Rong N. Chang, Boualem Benatallah +7Production Agentic SystemsAgentic

    Macquarie University, Sydney, Australia · IBM Research, Yorktown Heights, USA · School of Computing, Dublin City University, Dublin, Ireland +5

  33. Self-Improvements in Modern Agentic Systems: A Survey

    Jul 14, 2026Zhe Ren, Yimeng Chen, Dandan Guo +9Self-Improving AgentsRecursive Self-Improvement

    School of Artificial Intelligence, Jilin University · King Abdullah University of Science and Technology (KAUST) · Independent Researcher +2

  34. Isolation as a First-Class Principle for LLM-Agent System Safety: Concepts, Taxonomy, Challenges and Future Directions

    Jul 14, 2026Huihao Jing, Wenbin Hu, Shaojin Chen +10Multi-Llm AgentsProduction Agentic Systems

    HKUST · NYU · SWUPL

  35. Can Agentic Trading Systems Pay for Their Own Intelligence?

    Jul 11, 2026Qiqi Duan, Changlun Li, Chen Wang +10Algorithmic TradingProduction Agentic Systems

    1HKUST(GZ) · 2Paradoox AI · 4MBZUAI +2

  36. Towards Agentic AI Governance: A Preliminary Assessment

    Jul 8, 2026Mubarak Raji, Masooda BashirArtificial Intelligence GovernanceGovernance

    School of Information Sciences, University of Illinois at Urbana-Champaign, IL, 61820 USA

  37. PiSAs: Benchmarking Contextual Integrity in Multi-User Agentic Systems

    Jul 6, 2026Shubham Gupta, Nazanin Mohammadi Sepahvand, Abhinav Kumar +6PrivacyProduction Agentic Systems

    ServiceNow AI Research · Mila – Quebec AI Institute · Université Laval +2

  38. Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems

    Jul 5, 2026Xinyu Lin, Yashar Deldjoo, Sunhao Dai +7Production Agentic SystemsUser Modeling

    National University of Singapore · Polytechnic University of Bari · Renmin University of China +1

  39. Biological Motifs for Agentic Control

    Jul 5, 2026Bogdan BanuProduction Agentic SystemsAgentic Control

  40. Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents

    Jul 5, 2026Rümeysa Hilal Sevinç, Bahaeddin Türkoğlu, İbrahim KökInternet Of ThingProduction Agentic Systems

    Department of Artificial Intelligence and Data Engineering, Ankara University, Ankara, Türkiye

  41. A Theory of Least Autonomy in AI

    Jul 3, 2026Christophe PariselAuthorizationArtificial Intelligence Governance

  42. ElephantAgent: Contextual State Continuity in Agentic Systems

    Jul 2, 2026Jiankai Jin, Xiangzheng Zhang, Zhao Liu +4Production Agentic SystemsPersistent State

    AI Security Lab · Beijing, China

  43. Janus: a Playground for User-Involved Agentic Permission Management

    Jul 1, 2026Natalie Grace Brigham, Eugene Bagdasarian, Tadayoshi Kohno +1Access ControlProduction Agentic Systems

    University of Washington · University of Massachusetts Amherst · Georgetown University

  44. Risk Architecture for AI-Native Engineering Teams: An Organizational Framework for Agentic System Governance

    Jul 1, 2026Laxmipriya Ganesh IyerArtificial Intelligence RiskAi-Native

    Independent Researcher

  45. CHARLIE: An On-Premise Multi-Agent Retrieval-Augmented Generation System for Evidential Reasoning in Forensic Science

    Jul 1, 2026Leandro D. Carneiro, Andre L. S. Meirelles, Juliano de A. Gomes +1Digital ForensicsAgentic Retrieval-Augmented Generation Systems

    Forensic Institute, Civil Police of Federal District, Brazil · University of Brasília, Brazil

  46. Evaluating Agentic Harness Systems for Autonomous Computational Pathology

    Jul 1, 2026Jie Lin, Zongyi Chen, Qiaoling Zheng +6Computational PathologyReal-World Clinical Workflows

    Department of Computer Science at School of Informatics, Xiamen University, Xiamen, China. · National Institute for Data Science in Health and Medicine, Xiamen University, Xiamen, China. · Department of Pathology, Fujian Medical University Union Hospital, Fuzhou, China. +1

  47. Design and Implementation of Agentic Orchestrations and Orchestration of Agents

    Jun 30, 2026Stefanie Rinderle-Ma, Juergen Mangler, Johannes Loebbecke +3Production Agentic SystemsOrchestration

    Technical University of Munich, TUM School of Computation, Information and Technology, Garching, Germany

  48. Tool Use Enables Undetectable Steganography in Multi-Agent LLM Systems

    Jun 25, 2026Jimmy Laurence Rippin, Simon C. Marshall, David Demitri Africa +1SteganographyCollusion

    Oxford University · Artificial Intelligence Security Institute (AISI)

  49. Instruction Bleed: Cross-Module Interference in Prompt-Composed Agentic Systems

    Jun 24, 2026Ching-Yu Lin, Yifan LiuProduction Agentic SystemsData Leakage

    University of Illinois Urbana-Champaign, Urbana, IL, USA.

  50. Agentic System as Compressor: Quantifying System Intelligence in Bits

    Jun 24, 2026Zihan Qin, Hongrui ZhangProduction Agentic SystemsIntelligence

    Peking University

  51. Grading the Grader: Lessons from Evaluating an Agentic Data Analysis System

    Jun 23, 2026Tian Zheng, Kai-Tai HsuGradingData Science Agents

    Department of Statistics Columbia University New York, NY

  52. Critique of Agent Model

    Jun 22, 2026Eric Xing, Mingkai Deng, Jinyu HouProduction Agentic SystemsCritique

    Institute of Foundation Models, Mohamed bin Zayed University of Artificial Intelligence · School of Computer Science, Carnegie Mellon University

  53. The Hitchhiker's Guide to Agentic AI: From Foundations to Systems

    Jun 22, 2026Haggai RoitmanProduction Agentic SystemsJourney

    [cs.AI]

  54. AutoRAS: Learning Robust Agentic Systems with Primitive Representations

    Jun 19, 2026Yang Yue, Xuancheng Zhu, Yuyang Ma +7Production Agentic SystemsAdversarial Robustness

    Beijing University of Posts and Telecommunications · China Telecom · Guangxi Transportation Science and Technology Group Co., Ltd. +1

  55. DeXposure-Claw: An Agentic System for DeFi Risk Supervision

    Jun 17, 2026Aijie Shu, Bowei Chen, Wenbin Wu +2Decentralized FinanceArtificial Intelligence Risk

    University of Edinburgh · University of Glasgow · University of Cambridge

  56. Deontic Policies for Runtime Governance of Agentic AI Systems

    Jun 17, 2026Anupam Joshi, Tim Finin, Karuna Pande Joshi +1Production Agentic SystemsEthics

    CSEE Department UMBC Baltimore, MD, USA · Center for AI UMBC Baltimore, MD, USA · Information Systems Department UMBC Baltimore, MD, USA +1

  57. The Integrator Advantage: Controlled Agentic AI for Small and Medium-Sized Companies

    Jun 15, 2026Christopner Koch, Joshua A. WellbrockProduction Agentic SystemsAgentic

    Independent Researcher

  58. RHO: Your Coding Agent is Secretly a Roboticist

    Jun 15, 2026Karim Elmaaroufi, Justin Svegliato, Sarunas Kalade +3Coding AgentsProduction Agentic Systems

    University of California, Berkeley · Embodied Science · AMD

  59. A Security Analysis of Long-Horizon Agentic AI Systems: Threats, Evaluation, and Framework Development

    Jun 12, 2026Ahmed Mohammed Almalki, Mehedi MasudSecurity EvaluationProduction Agentic Systems

    Department of Computer Science College of Computers and Information Technology Taif University, KSA

  60. RECAP: Regression Evaluation for Continual Adaptation of Prompts

    Jun 4, 2026Harsh Deshpande, Kushal Chawla, Sangwoo Cho +2Prompt EngineeringProduction Agentic Systems

    Capital One