Precise Debugging

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Period ending 2026-09-07

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A weekly snapshot of new work published in Precise Debugging.

19 papers

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  1. Chat Debugging: An Exploratory Study of Human-AI Collaboration to Debug Analog Circuits

    Aug 3, 2026John Hu, Andrew AshPrecise DebuggingAnalog Circuits

  2. Don't Regenerate, Debug: A Domain-Specific Agent for Repairing Near-Miss Hardware Operators

    Aug 3, 2026Yansong Sun, Shenxiu Wu, Siyuan Chen +6Precise DebuggingGraphics Processing Unit Kernels

  3. CUADebug: Diagnosing and Repairing Computer-Use Agent Failures

    Jul 31, 2026Weijia Zhang, Kunlun Zhu, Zeyi Liu +8Precise DebuggingStep-Level Failure Attribution

  4. AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

    Jul 21, 2026Kunlun Zhu, Xuyan Ye, Zhiguang Han +9Precise DebuggingStep-Level Failure Attribution

  5. KnowledgeDebugger -- an Exploration Tool for Knowledge Localization and Editing in Transformers

    Jul 1, 2026Eric Benz, Lennart Stöpler, Nikolai Bolik +1Multimodal Knowledge EditingPrecise Debugging

  6. SHERLOC: Structured Diagnostic Localization for Code Repair Agents

    Jun 23, 2026Hovhannes Tamoyan, Sean Narenthiran, Erik Arakelyan +2Precise DebuggingLocalization

  7. VeriPilot: An LLM-Powered Verilog Debugging Framework

    Jun 22, 2026Yihan Wang, Cheng Liu, Jiazheng Zhang +4VhdlPrecise Debugging

  8. Holmes: Multimodal Agentic Diagnosis for Mixed-Language Mobile Crashes at Industrial Scale

    Jun 20, 2026Jia Li, Wenyuan Ma, Ting Peng +2Precise DebuggingFault Diagnosis

  9. DDOR: Delta Debugging for Explainable Overrefusal Testing and Repair

    Jun 2, 2026Qinyan Zhou, Peixin Zhang, Jun Sun +2Large Language Model SafetyRefusals

  10. ModuLoop : Low-Level Code Generation using Modular Synthesizer and Closed-Loop Debugger for Robotic Control

    Jun 2, 2026Gina Yoon, Sumin Lee, Joo Yong SimLlm-Driven Code SynthesisReal-World Mobile Manipulation Tasks

  11. LogDx-CI: Benchmarking Log Reduction Tools for LLM Root-Cause Diagnosis

    May 26, 2026Bowen QinLogPrecise Debugging

  12. DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents

    May 17, 2026Sirui Hong, Zhijie Liu, Tengfei Li +3Precise DebuggingDiagnostic Benchmark

  13. BootstrapAgent: Distilling Repository Setup into Reusable Agent Knowledge

    May 15, 2026Sihan Fu, Oucheng Liu, Shiyuan Wang +2RepositoryCp-Agent

  14. In-IDE Toolkit for Developers of AI-Based Features

    May 14, 2026Yaroslav Sokolov, Yury Khudyakov, Lenar Sharipov +3Artificial Intelligence EvaluationAi-Based

  15. Debugging the Debuggers: Failure-Anchored Structured Recovery for Software Engineering Agents

    May 9, 2026Chenyu Zhao, Shenglin Zhang, Yihang Lin +7Step-Level Failure AttributionPrecise Debugging

  16. CUDABeaver: Benchmarking LLM-Based Automated CUDA Debugging

    May 8, 2026Shiyang Li, Haoyang Chen, Mattia Fazzini +1Precise DebuggingCuda

  17. VeriLLMed: Interactive Visual Debugging of Medical Large Language Models with Knowledge Graphs

    Apr 25, 2026Yurui Xiang, Xingyi Mao, Rui Sheng +7Clinical ReasoningPrecise Debugging

  18. Seeing the Whole Elephant: A Benchmark for Failure Attribution in LLM-based Multi-Agent Systems

    Apr 24, 2026Mengzhuo Chen, Junjie Wang, Fangwen Mu +4Step-Level Failure AttributionDecentralized Multi-Agent System

  19. Precise Debugging Benchmark: Is Your Model Debugging or Regenerating?

    Apr 19, 2026Wang Bill Zhu, Miaosen Chai, Shangshang Wang +5Precise DebuggingBug