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Related papers: Vibe Coding vs. Agentic Coding: Fundamentals and P…

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Agentic AI systems, which leverage multiple autonomous agents and large language models (LLMs), are increasingly used to address complex, multi-step tasks. The safety, security, and functionality of these systems are critical, especially in…

Artificial Intelligence · Computer Science 2026-04-16 Edoardo Allegrini , Ananth Shreekumar , Z. Berkay Celik

Software systems have traditionally been designed for human interaction, emphasizing graphical user interfaces, usability, and cognitive alignment with end users. However, recent advances in large language model (LLM)-based agents are…

Software Engineering · Computer Science 2026-03-24 Shaolin Wang , Yi Mei , Haoyang Che , He Jiang , Shui Yu , Ying Gu

Recent advances in large language models have sparked growing interest in AI agents capable of solving complex, real-world tasks. However, most existing agent systems rely on manually crafted configurations that remain static after…

Artificial Intelligence · Computer Science 2025-09-03 Jinyuan Fang , Yanwen Peng , Xi Zhang , Yingxu Wang , Xinhao Yi , Guibin Zhang , Yi Xu , Bin Wu , Siwei Liu , Zihao Li , Zhaochun Ren , Nikos Aletras , Xi Wang , Han Zhou , Zaiqiao Meng

While AI agents have long been discussed and studied in computer science, today's Agentic AI systems are something new. We consider other definitions of Agentic AI and propose a new realist definition. Agentic AI is a software delivery…

Artificial Intelligence · Computer Science 2025-11-03 Sebastian Benthall , Andrew Clark

Large language models (LLMs) have evolved beyond simple text generation to power software agents that directly translate natural language commands into tangible actions. While API-based LLM agents initially rose to prominence for their…

Artificial Intelligence · Computer Science 2025-06-24 Chaoyun Zhang , Shilin He , Liqun Li , Si Qin , Yu Kang , Qingwei Lin , Saravan Rajmohan , Dongmei Zhang

Generative AI is reshaping higher education programming through vibe coding, where students collaborate with AI via natural language rather than writing code line-by-line. We conceptualize this practice as help-seeking, analyzing 19,418…

Artificial Intelligence · Computer Science 2026-05-01 Daiana Rinja , Eduardo Araujo Oliveira , Sonsoles López-Pernas , Mohammed Saqr , Marcus Specht , Kamila Misiejuk

Coding agents are rapidly changing the landscape of software development, moving from inline completion to autonomous systems that edit repositories, open pull requests, respond to issues, and run scheduled or webhook triggered routines…

Software Engineering · Computer Science 2026-05-11 Nghi D. Q. Bui , Georgios Evangelopoulos

Agentic AI denotes an architectural transition from stateless, prompt-driven generative models toward goal-directed systems capable of autonomous perception, planning, action, and adaptation through iterative control loops. This paper…

Software Engineering · Computer Science 2026-02-12 Mamdouh Alenezi

There is a pressing need for better development methods and tools to keep up with the growing demand and increasing complexity of new software systems. New types of user interfaces, the need for intelligent components, sustainability…

Software Engineering · Computer Science 2025-08-01 Jordi Cabot

Agentic AI represents a major shift in how autonomous systems reason, plan, and execute multi-step tasks through the coordination of Large Language Models (LLMs), Vision Language Models (VLMs), tools, and external services. While these…

Cybersecurity is being fundamentally reshaped by foundation-model-based artificial intelligence. Large language models now enable autonomous planning, tool orchestration, and strategic adaptation at scale, challenging security architectures…

Cryptography and Security · Computer Science 2025-12-30 Tao Li , Quanyan Zhu

Agentic AI marks a major shift in how autonomous systems reason, plan, and execute multi-step tasks. Unlike traditional single model prompting, agentic workflows integrate multiple specialized agents with different Large Language…

Autonomous AI agents are transforming software development and redefining how developers collaborate with AI. Prior research shows that the adoption and use of AI-powered tools differ between core and peripheral developers. However, it…

Software Engineering · Computer Science 2026-01-29 Shamse Tasnim Cynthia , Joy Krishan Das , Banani Roy

We explore the potential for productive team-based collaboration between humans and Artificial Intelligence (AI) by presenting and conducting initial tests with a general framework that enables multiple human and AI agents to work together…

Human-Computer Interaction · Computer Science 2024-12-04 Benjamin Klieger , Charis Charitsis , Miroslav Suzara , Sierra Wang , Nick Haber , John C. Mitchell

We present GLM-5, a next-generation foundation model designed to transition the paradigm of vibe coding to agentic engineering. Building upon the agentic, reasoning, and coding (ARC) capabilities of its predecessor, GLM-5 adopts DSA to…

Machine Learning · Computer Science 2026-02-25 GLM-5-Team , : , Aohan Zeng , Xin Lv , Zhenyu Hou , Zhengxiao Du , Qinkai Zheng , Bin Chen , Da Yin , Chendi Ge , Chenghua Huang , Chengxing Xie , Chenzheng Zhu , Congfeng Yin , Cunxiang Wang , Gengzheng Pan , Hao Zeng , Haoke Zhang , Haoran Wang , Huilong Chen , Jiajie Zhang , Jian Jiao , Jiaqi Guo , Jingsen Wang , Jingzhao Du , Jinzhu Wu , Kedong Wang , Lei Li , Lin Fan , Lucen Zhong , Mingdao Liu , Mingming Zhao , Pengfan Du , Qian Dong , Rui Lu , Shuang-Li , Shulin Cao , Song Liu , Ting Jiang , Xiaodong Chen , Xiaohan Zhang , Xuancheng Huang , Xuezhen Dong , Yabo Xu , Yao Wei , Yifan An , Yilin Niu , Yitong Zhu , Yuanhao Wen , Yukuo Cen , Yushi Bai , Zhongpei Qiao , Zihan Wang , Zikang Wang , Zilin Zhu , Ziqiang Liu , Zixuan Li , Bojie Wang , Bosi Wen , Can Huang , Changpeng Cai , Chao Yu , Chen Li , Chengwei Hu , Chenhui Zhang , Dan Zhang , Daoyan Lin , Dayong Yang , Di Wang , Ding Ai , Erle Zhu , Fangzhou Yi , Feiyu Chen , Guohong Wen , Hailong Sun , Haisha Zhao , Haiyi Hu , Hanchen Zhang , Hanrui Liu , Hanyu Zhang , Hao Peng , Hao Tai , Haobo Zhang , He Liu , Hongwei Wang , Hongxi Yan , Hongyu Ge , Huan Liu , Huanpeng Chu , Jia'ni Zhao , Jiachen Wang , Jiajing Zhao , Jiamin Ren , Jiapeng Wang , Jiaxin Zhang , Jiayi Gui , Jiayue Zhao , Jijie Li , Jing An , Jing Li , Jingwei Yuan , Jinhua Du , Jinxin Liu , Junkai Zhi , Junwen Duan , Kaiyue Zhou , Kangjian Wei , Ke Wang , Keyun Luo , Laiqiang Zhang , Leigang Sha , Liang Xu , Lindong Wu , Lintao Ding , Lu Chen , Minghao Li , Nianyi Lin , Pan Ta , Qiang Zou , Rongjun Song , Ruiqi Yang , Shangqing Tu , Shangtong Yang , Shaoxiang Wu , Shengyan Zhang , Shijie Li , Shuang Li , Shuyi Fan , Wei Qin , Wei Tian , Weining Zhang , Wenbo Yu , Wenjie Liang , Xiang Kuang , Xiangmeng Cheng , Xiangyang Li , Xiaoquan Yan , Xiaowei Hu , Xiaoying Ling , Xing Fan , Xingye Xia , Xinyuan Zhang , Xinze Zhang , Xirui Pan , Xu Zou , Xunkai Zhang , Yadi Liu , Yandong Wu , Yanfu Li , Yidong Wang , Yifan Zhu , Yijun Tan , Yilin Zhou , Yiming Pan , Ying Zhang , Yinpei Su , Yipeng Geng , Yong Yan , Yonglin Tan , Yuean Bi , Yuhan Shen , Yuhao Yang , Yujiang Li , Yunan Liu , Yunqing Wang , Yuntao Li , Yurong Wu , Yutao Zhang , Yuxi Duan , Yuxuan Zhang , Zezhen Liu , Zhengtao Jiang , Zhenhe Yan , Zheyu Zhang , Zhixiang Wei , Zhuo Chen , Zhuoer Feng , Zijun Yao , Ziwei Chai , Ziyuan Wang , Zuzhou Zhang , Bin Xu , Minlie Huang , Hongning Wang , Juanzi Li , Yuxiao Dong , Jie Tang

Code-generating tools are increasingly used in software development, yet experience reports on conversational "vibe coding" under production constraints remain limited. This paper presents an experience report from a small full-stack team…

Software Engineering · Computer Science 2026-03-13 Md Nasir Uddin Shuvo , Md Aidul Islam , Md Mahade Hasan , Muhammad Waseem , Pekka Abrahamsson

This innovative practice article reports on the piloting of vibe coding (using natural language to create software applications with AI) for English as a Foreign Language (EFL) education. We developed a human-AI meta-languaging framework…

Computers and Society · Computer Science 2025-09-12 David James Woo , Kai Guo , Yangyang Yu

Agentic systems have transformed how Large Language Models (LLMs) can be leveraged to create autonomous systems with goal-directed behaviors, consisting of multi-step planning and the ability to interact with different environments. These…

Artificial Intelligence · Computer Science 2026-01-27 Judy Zhu , Dhari Gandhi , Himanshu Joshi , Ahmad Rezaie Mianroodi , Sedef Akinli Kocak , Dhanesh Ramachandran

Agentic AI systems - systems that can pursue goals through multi-step planning and tool-mediated action with limited direct supervision - are moving from experimental prototypes to enterprise deployments. This transition introduces tensions…

Computers and Society · Computer Science 2026-05-21 Nelly Dux , Cristina Alaimo , Philippe Roussiere , Abhishek Kumar Mishra

Agentic AI seeks to endow systems with sustained autonomy, reasoning, and interaction capabilities. To realize this vision, its assumptions about agency must be complemented by explicit models of cognition, cooperation, and governance. This…

Artificial Intelligence · Computer Science 2026-02-11 Virginia Dignum , Frank Dignum