Key papers

• NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs (2026)
  Jiarong Zhao et al.
  7.96
• Insights from GitHub Community on the Matter Standard: Developer Perspectives and Challenges (2026)
  Muhammad Hassan et al.
  5.49
• A global predicted-fMRI drive signal from TRIBE does not predict YouTube replay heatmaps (2026)
  Barada Sahu et al.
  5.01
• Knowledge Over Parameters: Evolving Smart Contract Vulnerability Detection (2026)
  Yuqiang Sun et al.
  5.01
• Risk Architecture for AI-Native Engineering Teams: An Organizational Framework for Agentic System Governance (2026)
  Laxmipriya Ganesh Iyer
  4.39
• From Anatomy to Smells: An Empirical Study of SKILL.md in Agent Skills (2026)
  David Boram Hong et al.
  4.39
• A Capacity-Aware Parr Model for Agile Projects (2026)
  Pedro E. Colla
  4.39
• Hawk: Harnessing Hardware-Aware Knowledge for High-Performance NPU Kernel Generation (2026)
  Junyi Wen et al.
  4.39
• A Single Patch Is Not Enough: Deterministic Fusion of Repair Candidates (2026)
  Boyang Yang et al.
  4.39
• AgentFlow: Building Agent Dependency Graphs for Static Analysis of Agent Programs (2026)
  Shenao Wang et al.
  4.39
• KRCA: An Efficient Root Cause Analysis System in Hyper-Scale Microservice Systems via Agentic AI (2026)
  Jiamin Jiang et al.
  4.39
• Archer: Towards Agentic Review for Compiler Optimizations (2026)
  Yunbo Ni et al.
  4.39
• Understanding Software Defect Prediction: A Large-scale Empirical Study Across Uncertainty Quantification and Performance Evaluation (2026)
  Ranjun Peng et al.
  4.39
• Technical Debt Friction for Maintenance Prioritization: An Industrial Multi-Case Study (2026)
  Simeon Tverdal et al.
  4.39
• Beyond Textual Repository Exploration: Dual-Modal Structural Reasoning for Agentic Issue Resolution (2026)
  Jiayi Zhang et al.
  4.39
• Underspecification does not imply Incoherence: The Risks of Semantic Collapse in Coding Models (2026)
  Cedric Richter et al.
  4.39
• Benchmarking Quantum Software Testing with Scalable Quantum Programs (2026)
  Yuechen Li et al.
  4.39
• Mitigating Package Hallucinations in Large Language Models via Model Editing (2026)
  Shuhan Liu et al.
  4.39
• File-Level Copying Is an Implicit Dependency in Open Source (2026)
  Runzhi He et al.
  4.39
• Coding Agents Are Guessing: Measuring Action-Boundary Violations in Underspecified DevOps Instructions (2026)
  Zimo Ji et al.
  4.39
• Steerability via constraints: a substrate for scalable oversight of coding agents (2026)
  Thomas Winninger
  4.39
• AEVAL: From Anecdotal to Deterministic Testing for Agentic Skill Workflows (2026)
  Tejas Singh Anand et al.
  4.39
• Phionyx: A Deterministic AI Runtime Architecture with Structured State Management and Pre-Response Governance (2026)
  Ali Toygar Abak
  4.39
• CODENS: Transforming Code Changes into Living, Accessible, and Queryable Documentation (2026)
  Abdelhak Kelious et al.
  4.39
• Graph-Based Agentic AI with LangGraph: Workflow Pathways for Long-Running Stateful Business Processes (2026)
  Daniel Pearson et al.
  4.39
• A Dataset of Software Bill of Materials for Evaluating SBOM Consumption Tools (2025)
  Rio Kishimoto and Tetsuya Kanda and Yuki Manabe and Katsuro Inoue and Shi Qiu and Yoshiki Higo
  4.36
• Migrating Code At Scale With LLMs At Google (2025)
  Celal Ziftci et al.
  4.36
• Configuration Smells in AGENTS.md Files: Common Mistakes in Configuring Coding Agents (2026)
  Helio Victor F. dos Santos et al.
  4.33
• LogCopilot: Automating Log Aggregation Analysis through Large Language Models (2026)
  Senyu Xie et al.
  4.33
• Formal-Method-Guided Vibe Coding: Closing the Verification Loop on AI-Generated Safety-Critical Software Through Model-Driven Engineering (2026)
  Ran Wei et al.
  4.33
• Automating Formal Verification with Agent-Guided Tree Search (2026)
  Leo Yao
  4.27
• Proving the Coding Interview: A Benchmark for Formally Verified Code Generation (2025)
  Quinn Dougherty and Ronak Mehta
  4.25
• Extending Delta Debugging Minimization for Spectrum-Based Fault Localization (2026)
  Charaka Geethal Kapugama
  3.92
• Generating Project-Specific Test Cases with Requirement Validation Intention (2025)
  Binhang Qi et al.
  3.86
• Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models (2023)
  Sheng Zhang et al.
  3.53
• Theoria: Rewrite-Acceptability Verification over Informal Reasoning States (2026)
  Michael Saldivar et al.
  3.51
• Beyond Pixel Diffs: Benchmarking Image Change Captioning for Web UI Visual Regression Testing (2026)
  Licheng Zhang et al.
  3.51
• Understanding Build Reproducibility in the F-Droid Ecosystem (2026)
  Denise Nanni (IP Paris et al.
  3.51
• AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate (2026)
  Hao He et al.
  3.51
• Developers' Experience with Generative AI Beyond Productivity Assessment -- Insights from an Empirical Mixed-Methods Field Study (2026)
  Charlotte Brandebusemeyer et al.
  3.51
• Cloak and Detonate: Scanner Evasion and Dynamic Detection of Agent Skill Malware (2026)
  Zimo Ji et al.
  3.51
• Understanding Agent-Based Patching of Compiler Missed Optimizations (2026)
  Batu Guan et al.
  3.51
• Prompts Are Programs Too! Understanding How Developers Build Software Containing Prompts (2024)
  Jenny T. Liang et al.
  3.36
• The Influence of Code Comments on the Perceived Helpfulness of Stack Overflow Posts (2025)
  Kathrin Figl et al.
  2.99
• Helveg: Diagrams for Software Documentation (2025)
  Adam \v{S}t\v{e}p\'anek et al.
  2.93
• ROSA: Finding Backdoors with Fuzzing (2025)
  Dimitri Kokkonis (IP Paris et al.
  2.82
• BugsRepo: A Comprehensive Curated Dataset of Bug Reports, Comments and Contributors Information from Bugzilla (2025)
  Jagrit Acharya et al.
  2.76
• RepoST: Scalable Repository-Level Coding Environment Construction with Sandbox Testing (2025)
  Yiqing Xie et al.
  2.71
• Hold On! Is My Feedback Useful? Evaluating the Usefulness of Code Review Comments (2025)
  Sharif Ahmed et al.
  2.60
• Falsifiable Release Gates for Self-Improving Systems: Standing Invariants at Scale (2026)
  Deepak Soni
  2.00
• Efficient Software Vulnerability Detection Using Transformer-based Models (2026)
  Sameer Shaik et al.
  1.83
• Programming by Chat: A Large-Scale Behavioral Analysis of 11,579 Real-World AI-Assisted IDE Sessions (2026)
  Ningzhi Tang et al.
  1.83
• Automatically Enhancing the Quality of Android App Bug Reports (2026)
  Antu Saha et al.
  1.83
• CuTeGen: An LLM-Based Agentic Framework for Generation and Optimization of High-Performance GPU Kernels using CuTe (2026)
  Tara Saba et al.
  1.83
• Benchmarking and Evaluating VLMs for Software Architecture Diagram Understanding (2026)
  Shuyin Ouyang et al.
  1.83
• Learning Project-wise Subsequent Code Edits via Interleaving Neural-based Induction and Tool-based Deduction (2026)
  Chenyan Liu et al.
  1.83
• A Pilot Study on Detecting Software Design Patterns with Large Language Models: An Empirical Evaluation (2026)
  Oishik Chowdhury et al.
  1.83
• CASCADE: Detecting Inconsistencies between Code and Documentation with Automatic Test Generation (2026)
  Tobias Kiecker et al.
  1.83
• FP-Predictor - False Positive Prediction for Static Analysis Reports (2026)
  Tom Ohlmer et al.
  1.78
• Computer Science Achievement and Writing Skills Predict Vibe Coding Proficiency (2026)
  Sverrir Thorgeirsson and Theo B. Weidmann and Zhendong Su
  1.78