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Large Language Models (LLMs) have shown surprising proficiency in generating code snippets, promising to automate large parts of software engineering via artificial intelligence (AI).
A systematic review on fostering appropriate trust in Human-AI interaction: Trends, opportunities and challenges
Siddharth Mehrotra, Chadha Degachi, Oleksandra Vereschak, Catholijn M Jonker, and Myrthe L Tielman. 2024 · 2024
Earlier work this paper cites.
Code-aware prompting: A study of coverage-guided test generation in regression setting using LLM
Gabriel Ryan, Siddhartha Jain, Mingyue Shang, Shiqi Wang, Xiaofei Ma, Murali Krishna Ramanathan, and Baishakhi Ray. 2024 · 2024
Earlier work this paper cites.
Introducing Devin, the first AI software engineer
Scott Wu. 2024 · 2024
Earlier work this paper cites.
SWE-agent: Agent-computer Interfaces Enable Automated Software Engineering
John Yang, Carlos E. Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press. 2024 · 2024
Earlier work this paper cites.
AutoCodeRover: Autonomous Program Improvement. In ACM International Symposium on Software Testing and Analysis (ISSTA)
Yuntong Zhang, Haifeng Ruan, Zhiyu Fan, and Abhik Roychoudhury. 2024 · 2024
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Repairagent: An autonomous, LLM-based agent for program repair. In 47th International Conference on Software Engineering (ICSE)
Islem Bouzenia, Premkumar Devanbu, and Michael Pradel. 2025 · 2025
Cited alongside, same era.
Towards Neural Synthesis for SMT-assisted Proof-Oriented Programming . In 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE)
Saikat Chakraborty, Gabriel Ebner, Siddharth Bhat, Sarah Fakhoury, Sakina Fatima, Shuvendu Lahiri, and Nikhil Swamy. 2025 · 2025
Cited alongside, same era.
Fear Isn’t Slowing Down AI Adoption At Work. A Lack Of Vision Is
Lindsay Kohler. 2025 · 2025
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SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Samuel Miserendino, Michele Wang, Tejal Patwardhan, and Johannes Heidecke. 2025 · 2025
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SpecRover: Code Intent Extraction via LLMs. In 47th International Conference on Software Engineering (ICSE)
Haifeng Ruan, Yuntong Zhang, and Abhik Roychoudhury. 2025 · 2025
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