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Published Date

Microsoft Research Blog

Debug-gym: an environment for AI coding tools to learn how to debug code like programmers

April 10, 2025 | Eric Yuan, Morgane Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté

Developers spend a lot of time debugging code. Learn how debug-gym can equip AI agents to help, enabling them to set breakpoints, navigate the codebase, and print runtime variable values on demand, so they better…

DeBug blog graphic with a line drawing of a computer screen on the left and a magnifying glass with a bug on the right.

Publication

Closing the Gap: A User Study on the Real-world Usefulness of AI-powered Vulnerability Detection & Repair in the IDE

Benjamin Steenhoek, Siva Sivaraman, Renata Saldivar, Yevhen Mohylevskyy, Roshanak Zilouchian Moghaddam, Wei Le

2025 International Conference on Software Engineering | April 2025

Publication

Smart Casual Verification of the Confidential Consortium Framework

Heidi Howard, Markus Kuppe, Eddy Ashton, Amaury Chamayou, Natacha Crooks

2025 Networked Systems Design and Implementation | April 2025

Project

Publication

Fidelity of Cloud Emulators: The Imitation Game of Testing Cloud-based Software

Anna Mazhar , Saad Sher Alam , William Zheng , Yinfang Chen , Suman Nath, Tianyin Xu

International Conference on Software Engineering (ICSE) | April 2025

Publication

TeCoFeS: Text Column Featurization using Semantic Analysis

Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin

NAACL 2025 | April 2025

Publication

LLM Assistance for Memory Safety

Nausheen Mohammed, Akash Lal, Aseem Rastogi, Rahul Sharma, Subhajit Roy

47th International Conference on Software Engineering (ICSE) | April 2025

Video

Publication

UFO: A UI-Focused Agent for Windows OS Interaction

Chaoyun Zhang, Liqun Li, Shilin He, Xu Zhang, Bo Qiao, Si Qin, Minghua Ma, Yu Kang, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

NAACL’25 | April 2025

Publication

An Empirical Study of Validating Synthetic Data for Formula Generation

Usneek Singh, J. Cambronero, Sumit Gulwani, Aditya Kanade, Anirudh Khatry, Vu Le, Mukul Singh, Gust Verbruggen

NAACL 2025 | April 2025

Publication

RustAssistant: Using LLMs to Fix Compilation Errors in Rust Code

Pantazis Deligiannis, Akash Lal, Nikita Mehrotra, Rishi Poddar, Aseem Rastogi

47th International Conference on Software Engineering (ICSE) | April 2025

Video

Career Opportunity

Code Intelligence/Software Analytics Intern

Posted: March 27, 2025

Location: Beijing, China; Shanghai, China

Research Area(s): Artificial intelligence, Programming languages and software engineering

Job Type: Full-time Intern Location: Beijing/Shanghai Group Introduction: Join the AI-powered coding revolution! As part of Microsoft DKI team, we pioneer cutting-edge research and applications of multimodal large language models. We have led the development…

Programming languages and software engineering

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