Generative AI in Software Testing: Current Trends and Future Directions
Fuente:
arXiv
Saved in:
| Main Authors: | Singla, Tanish, Mahmoud, Qusay H. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Future of Software Testing: AI-Powered Test Case Generation and Validation
by: Baqar, Mohammad, et al.
Published: (2024)
by: Baqar, Mohammad, et al.
Published: (2024)
SoK: Software Debloating Landscape and Future Directions
by: Alhanahnah, Mohannad, et al.
Published: (2024)
by: Alhanahnah, Mohannad, et al.
Published: (2024)
On the Future of Software Reuse in the Era of AI Native Software Engineering
by: Taivalsaari, Antero, et al.
Published: (2025)
by: Taivalsaari, Antero, et al.
Published: (2025)
How Students Use Generative AI for Software Testing: An Observational Study
by: Ardic, Baris, et al.
Published: (2025)
by: Ardic, Baris, et al.
Published: (2025)
Human-In-The-Loop Software Development Agents: Challenges and Future Directions
by: Pasuksmit, Jirat, et al.
Published: (2025)
by: Pasuksmit, Jirat, et al.
Published: (2025)
Future of Code with Generative AI: Transparency and Safety in the Era of AI Generated Software
by: Hanson, David
Published: (2025)
by: Hanson, David
Published: (2025)
Evaluation of LLM-Based Software Engineering Tools: Practices, Challenges, and Future Directions
by: Torun, Utku Boran, et al.
Published: (2026)
by: Torun, Utku Boran, et al.
Published: (2026)
Search-Based Software Engineering and AI Foundation Models: Current Landscape and Future Roadmap
by: Sartaj, Hassan, et al.
Published: (2025)
by: Sartaj, Hassan, et al.
Published: (2025)
Overview of Current Challenges in Multi-Architecture Software Engineering and a Vision for the Future
by: Sowinski, Piotr, et al.
Published: (2024)
by: Sowinski, Piotr, et al.
Published: (2024)
Multi-Agent Systems for Dataset Adaptation in Software Engineering: Capabilities, Limitations, and Future Directions
by: Chen, Jingyi, et al.
Published: (2025)
by: Chen, Jingyi, et al.
Published: (2025)
Making Software Development More Diverse and Inclusive: Key Themes, Challenges, and Future Directions
by: Hyrynsalmi, Sonja M., et al.
Published: (2024)
by: Hyrynsalmi, Sonja M., et al.
Published: (2024)
AI-Driven Tools in Modern Software Quality Assurance: An Assessment of Benefits, Challenges, and Future Directions
by: Pysmennyi, Ihor, et al.
Published: (2025)
by: Pysmennyi, Ihor, et al.
Published: (2025)
Modular Monolith: Is This the Trend in Software Architecture?
by: Su, Ruoyu, et al.
Published: (2024)
by: Su, Ruoyu, et al.
Published: (2024)
Software Engineering for Robotics: Future Research Directions; Report from the 2023 Workshop on Software Engineering for Robotics
by: Goues, Claire Le, et al.
Published: (2024)
by: Goues, Claire Le, et al.
Published: (2024)
Dataset: Copy-based Reuse in Open Source Software
by: Jahanshahi, Mahmoud, et al.
Published: (2023)
by: Jahanshahi, Mahmoud, et al.
Published: (2023)
DeCEAT: Decoding Carbon Emissions for AI-driven Software Testing
by: Kumari, Pragati, et al.
Published: (2026)
by: Kumari, Pragati, et al.
Published: (2026)
Generative AI for Software Architecture. Applications, Challenges, and Future Directions
by: Esposito, Matteo, et al.
Published: (2025)
by: Esposito, Matteo, et al.
Published: (2025)
Testing Question Answering Software with Context-Driven Question Generation
by: Liu, Shuang, et al.
Published: (2025)
by: Liu, Shuang, et al.
Published: (2025)
Foundational Competencies and Responsibilities of a Research Software Engineer: Current State and Suggestions for Future Directions
by: Goth, Florian, et al.
Published: (2023)
by: Goth, Florian, et al.
Published: (2023)
Ethics of Software Programming with Generative AI: Is Programming without Generative AI always radical?
by: Atemkeng, Marcellin, et al.
Published: (2024)
by: Atemkeng, Marcellin, et al.
Published: (2024)
From Prompt-Response to Goal-Directed Systems: The Evolution of Agentic AI Software Architecture
by: Alenezi, Mamdouh
Published: (2026)
by: Alenezi, Mamdouh
Published: (2026)
Lost in Code Generation: Reimagining the Role of Software Models in AI-driven Software Engineering
by: Cito, Jürgen, et al.
Published: (2025)
by: Cito, Jürgen, et al.
Published: (2025)
Research Artifacts in Software Engineering Publications: Status and Trends
by: Liu, Mugeng, et al.
Published: (2024)
by: Liu, Mugeng, et al.
Published: (2024)
Navigating the Complexity of Generative AI Adoption in Software Engineering
by: Russo, Daniel
Published: (2023)
by: Russo, Daniel
Published: (2023)
An Empirical Study of Generative AI Adoption in Software Engineering
by: Giray, Görkem, et al.
Published: (2025)
by: Giray, Görkem, et al.
Published: (2025)
Building Living Software Systems with Generative & Agentic AI
by: White, Jules
Published: (2024)
by: White, Jules
Published: (2024)
Compiler.next: A Search-Based Compiler to Power the AI-Native Future of Software Engineering
by: Cogo, Filipe R., et al.
Published: (2025)
by: Cogo, Filipe R., et al.
Published: (2025)
A Tertiary Review of Large Language Model-Based Code Generating Tasks: Trends, Challenges, and Future Directions
by: Chochlov, Muslim, et al.
Published: (2026)
by: Chochlov, Muslim, et al.
Published: (2026)
A Roadmap for Simulation-Based Testing of Autonomous Cyber-Physical Systems: Challenges and Future Direction
by: Birchler, Christian, et al.
Published: (2024)
by: Birchler, Christian, et al.
Published: (2024)
Software Testing in the Quantum World
by: Abreu, Rui, et al.
Published: (2026)
by: Abreu, Rui, et al.
Published: (2026)
Software Fairness Testing in Practice
by: Santos, Ronnie de Souza, et al.
Published: (2025)
by: Santos, Ronnie de Souza, et al.
Published: (2025)
Learning From Software Failures: A Case Study at a National Space Research Center
by: Anandayuvaraj, Dharun, et al.
Published: (2025)
by: Anandayuvaraj, Dharun, et al.
Published: (2025)
Testing Is Not Boring: Characterizing Challenge in Software Testing Tasks
by: Hardman, Davi Gama, et al.
Published: (2025)
by: Hardman, Davi Gama, et al.
Published: (2025)
Test Design and Review Argumentation in AI-Assisted Test Generation
by: Enoiu, Eduard Paul, et al.
Published: (2026)
by: Enoiu, Eduard Paul, et al.
Published: (2026)
ArchBench: Benchmarking Generative-AI for Software Architecture Tasks
by: Adnan, Bassam, et al.
Published: (2026)
by: Adnan, Bassam, et al.
Published: (2026)
Rethinking Artifact Evaluation for Software Engineering in the Age of Generative AI
by: Treude, Christoph, et al.
Published: (2026)
by: Treude, Christoph, et al.
Published: (2026)
Beyond Dependencies: The Role of Copy-Based Reuse in Open Source Software Development
by: Jahanshahi, Mahmoud, et al.
Published: (2024)
by: Jahanshahi, Mahmoud, et al.
Published: (2024)
Creativity, Generative AI, and Software Development: A Research Agenda
by: Jackson, Victoria, et al.
Published: (2024)
by: Jackson, Victoria, et al.
Published: (2024)
Using Generative AI in Software Design Education: An Experience Report
by: Jackson, Victoria, et al.
Published: (2025)
by: Jackson, Victoria, et al.
Published: (2025)
Future of Software Engineering Research: The SIGSOFT Perspective
by: Di Penta, Massimiliano, et al.
Published: (2026)
by: Di Penta, Massimiliano, et al.
Published: (2026)
Similar Items
-
The Future of Software Testing: AI-Powered Test Case Generation and Validation
by: Baqar, Mohammad, et al.
Published: (2024) -
SoK: Software Debloating Landscape and Future Directions
by: Alhanahnah, Mohannad, et al.
Published: (2024) -
On the Future of Software Reuse in the Era of AI Native Software Engineering
by: Taivalsaari, Antero, et al.
Published: (2025) -
How Students Use Generative AI for Software Testing: An Observational Study
by: Ardic, Baris, et al.
Published: (2025) -
Human-In-The-Loop Software Development Agents: Challenges and Future Directions
by: Pasuksmit, Jirat, et al.
Published: (2025)