ICSE 2026 (series) / Software Engineering Education and Training (SEET) /
Enhancing Debugging Skills With AI-Powered Assistance: A Real-Time Tool for Debugging Support
Debugging is a crucial skill in programming education and software development, yet it is often overlooked in CS curricula. To address this, we introduce an AI-powered debugging assistant integrated directly inside an IDE. The tool provides real-time debugging support by analyzing code, suggesting tailored breakpoints, and offering contextual hints. It combines RAG with LLMs to generate solutions and uses program slicing and custom heuristics for breakpoint recommendation, ensuring efficiency by reducing LLM calls and enhancing accuracy. A three-level evaluation, including technical analysis, a UX study, and classroom tests, showed the tool’s potential as an effective debugging assistant for programming education.
Fri 17 AprDisplayed time zone: Brasilia, Distrito Federal, Brazil change
Fri 17 Apr
Displayed time zone: Brasilia, Distrito Federal, Brazil change
14:00 - 15:30 | Education 8Software Engineering Education and Training (SEET) at Oceania VI Chair(s): Fabio Kon University of São Paulo | ||
14:00 15mTalk | Beyond Answer Engines: LLMs as Reasoning Partners in Data Structures and Algorithms Education Software Engineering Education and Training (SEET) Saad Zafar Khan University of Calgary, Desiree Leal University of Calgary, Lucas Valença University of Calgary, Ahmad Abdellatif University of Calgary, Mea Wang University of Calgary, Diwakar Krishnamurthy University of Calgary, Ronnie de Souza Santos University of Calgary | ||
14:15 15mTalk | The Boundary-Spanning Assistant: Understanding the Role and Usage patterns of LLMs in Project-Based Software Engineering Software Engineering Education and Training (SEET) Anh Nguyen-Duc University of South Eastern Norway, Kai-Kristian Kemell Tampere University, Aparna Chirumamilla NTNU | ||
14:30 15mTalk | An Experience Report on a Pedagogically Controlled, Curriculum-Constrained AI Tutor for SE Education Software Engineering Education and Training (SEET) Lucia Happe Karlsruhe Institute of Technology, Dominik Fuchß Karlsruhe Institute of Technology (KIT), Luca Hüttner Karlsruhe Institute of Technology (KIT), Kai Marquardt Karlsruhe Institute of Technology (KIT), Anne Koziolek Karlsruhe Institute of Technology DOI Pre-print | ||
14:45 15mTalk | Enhancing Debugging Skills With AI-Powered Assistance: A Real-Time Tool for Debugging Support Software Engineering Education and Training (SEET) Elizaveta Artser JetBrains Research, Daniil Karol Researcher at Education Research at JetBrains Research, Anna Potriasaeva JetBrains Research, Aleksei Rostovskii JetBrains Research, Katsiaryna Dzialets JetBrains, Ekaterina Koshchenko JetBrains Research, Xiaotian Su ETH Zurich, April Wang ETH Zürich, Anastasiia Birillo JetBrains Research | ||
15:00 15mTalk | Learning to Program Alongside AI: Critical Thinking, AI Ethics, and Gendered Patterns of German Secondary School Students Software Engineering Education and Training (SEET) Isabella Graßl Technical University of Darmstadt | ||