:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Fukuhara, So, Alabdallah, Abdallah, Gunasekara, Nuwan, Nowaczyk, Slawomir
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence Software Engineering
Online Access:	https://arxiv.org/abs/2601.21844
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Beyond Accuracy: LLM Variability in Evidence Screening for Software Engineering SLRs
by: Hida, Gilberto Sussumu, et al.
Published: (2026)

A Defect Classification Framework for AI-Based Software Systems (AI-ODC)
by: Alannsary, Mohammed O.
Published: (2025)

OLAF: Towards Robust LLM-Based Annotation Framework in Empirical Software Engineering
by: Imran, Mia Mohammad, et al.
Published: (2025)

Simulating Complex Multi-Turn Tool Calling Interactions in Stateless Execution Environments
by: Crouse, Maxwell, et al.
Published: (2026)

Shift-Up: A Framework for Software Engineering Guardrails in AI-native Software Development -- Initial Findings
by: Lipsanen, Petrus, et al.
Published: (2026)

Reasoning-Based Software Testing
by: Giamattei, Luca, et al.
Published: (2023)

From What to How: Bridging User Requirements with Software Development Using Large Language Models
by: He, Xiao, et al.
Published: (2026)

LLMs: A Game-Changer for Software Engineers?
by: Haque, Md Asraful
Published: (2024)

Toward a Cohesive AI and Simulation Software Ecosystem for Scientific Innovation
by: Heroux, Michael A., et al.
Published: (2024)

Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs
by: Xu, Paiheng, et al.
Published: (2025)

On Simulation-Guided LLM-based Code Generation for Safe Autonomous Driving Software
by: Nouri, Ali, et al.
Published: (2025)

From Defects to Demands: A Unified, Iterative, and Heuristically Guided LLM-Based Framework for Automated Software Repair and Requirement Realization
by: Alex, et al.
Published: (2024)

FailureMem: A Failure-Aware Multimodal Framework for Autonomous Software Repair
by: Ma, Ruize, et al.
Published: (2026)

SDLog: A Deep Learning Framework for Detecting Sensitive Information in Software Logs
by: Aghili, Roozbeh, et al.
Published: (2025)

OrcaLoca: An LLM Agent Framework for Software Issue Localization
by: Yu, Zhongming, et al.
Published: (2025)

Beyond Isolated Tasks: A Framework for Evaluating Coding Agents on Sequential Software Evolution
by: Shastry, KN Ajay, et al.
Published: (2026)

Leveraging AI for Enhanced Software Effort Estimation: A Comprehensive Study and Framework Proposal
by: Tran, Nhi, et al.
Published: (2024)

RefAgent: A Multi-agent LLM-based Framework for Automatic Software Refactoring
by: Oueslati, Khouloud, et al.
Published: (2025)

Large Language Model-Based Agents for Software Engineering: A Survey
by: Liu, Junwei, et al.
Published: (2024)

ALMAS: an Autonomous LLM-based Multi-Agent Software Engineering Framework
by: Tawosi, Vali, et al.
Published: (2025)

Data Mining-Based Techniques for Software Fault Localization
by: Cellier, Peggy, et al.
Published: (2025)

Knowledge Lever Risk Management for Software Engineering: A Stochastic Framework for Mitigating Knowledge Loss
by: Chua, Mark, et al.
Published: (2026)

Same Signal, Different Semantics: A Cross-Framework Behavioral Analysis of Software Engineering Agents
by: Ma, Wei, et al.
Published: (2026)

ReqFusion: A Multi-Provider Framework for Automated PEGS Analysis Across Software Domains
by: Khalid, Muhammad, et al.
Published: (2026)

AgentMesh: A Cooperative Multi-Agent Generative AI Framework for Software Development Automation
by: Khanzadeh, Sourena
Published: (2025)

VulnLLMEval: A Framework for Evaluating Large Language Models in Software Vulnerability Detection and Patching
by: Zibaeirad, Arastoo, et al.
Published: (2024)

Agyn: A Multi-Agent System for Team-Based Autonomous Software Engineering
by: Benkovich, Nikita, et al.
Published: (2026)

A Process Mining-Based System For The Analysis and Prediction of Software Development Workflows
by: Dorado, Antía, et al.
Published: (2025)

Challenges in Testing Large Language Model Based Software: A Faceted Taxonomy
by: Dobslaw, Felix, et al.
Published: (2025)

OSS-UAgent: An Agent-based Usability Evaluation Framework for Open Source Software
by: Meng, Lingkai, et al.
Published: (2025)

LLM-Based Agentic Systems for Software Engineering: Challenges and Opportunities
by: Tang, Yongjian, et al.
Published: (2026)

Evaluating LLM-Based Test Generation Under Software Evolution
by: Haroon, Sabaat, et al.
Published: (2026)

Reversa: A Reverse Documentation Engineering Framework for Converting Legacy Software into Operational Specifications for AI Agents
by: de Macedo, Sanderson Oliveira, et al.
Published: (2026)

AgentForge: Execution-Grounded Multi-Agent LLM Framework for Autonomous Software Engineering
by: Kumar, Rajesh, et al.
Published: (2026)

Revisiting Software Engineering Education in the Era of Large Language Models: A Curriculum Adaptation and Academic Integrity Framework
by: Degerli, Mustafa
Published: (2026)

Unified Software Engineering Agent as AI Software Engineer
by: Applis, Leonhard, et al.
Published: (2025)

Software Performance Engineering for Foundation Model-Powered Software
by: Zhang, Haoxiang, et al.
Published: (2024)

A Data-to-Product Multimodal Conceptual Framework to Achieve Automated Software Evolution for Context-rich Intelligent Applications
by: Yue, Songhui
Published: (2024)

Towards Specification-Driven LLM-Based Generation of Embedded Automotive Software
by: Patil, Minal Suresh, et al.
Published: (2024)

AI-Driven Self-Evolving Software: A Promising Path Toward Software Automation
by: Cai, Liyi, et al.
Published: (2025)