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Context. Technical Debt (TD), defined as software constructs that are beneficial in the short term but may hinder future change, is a frequently used term in software development practice. Nevertheless, practitioners do not always fully…

Software Engineering · Computer Science 2025-02-05 Marion Wiese , Angelina Heinrichs , Nino Rusieshvili , Rodrigo Rebouças de Almeida , Klara Borowa

TODO comments are very widely used by software developers to describe their pending tasks during software development. However, after performing the task developers sometimes neglect or simply forget to remove the TODO comment, resulting in…

Software Engineering · Computer Science 2021-08-13 Zhipeng Gao , Xin Xia , David Lo , John Grundy , Thomas Zimmermann

Existing software tools enable characterizing and measuring the amount of technical debt at selective granularity levels. In this paper we aim to study the evolution and characteristics of technical debt in open-source software. We carry…

Software Engineering · Computer Science 2020-07-28 Arthur-Jozsef Molnar , Simona Motogna

Technical debt is a well-known challenge in software development, and its negative impact on software quality, maintainability, and performance is widely recognized. In recent years, artificial intelligence (AI) has proven to be a promising…

Software Engineering · Computer Science 2023-06-21 Srinivas Babu Pandi , Samia A. Binta , Savita Kaushal

Background: With the rising popularity of Artificial Intelligence (AI), there is a growing need to build large and complex AI-based systems in a cost-effective and manageable way. Like with traditional software, Technical Debt (TD) will…

Software Engineering · Computer Science 2021-08-24 Justus Bogner , Roberto Verdecchia , Ilias Gerostathopoulos

Managing technical debt (TD) is critical to ensure the sustainability of long-term software projects. However, the time and cost involved in technical debt management (TDM) often discourage practitioners from performing this activity…

Software Engineering · Computer Science 2026-04-14 João Paulo Biazotto , Daniel Feitosa , Paris Avgeriou , Elisa Yumi Nakagawa

This study explores the dynamic landscape of Technical Debt (TD) topics in software engineering by examining its evolution across time, programming languages, and repositories. Despite the extensive research on identifying and quantifying…

Software Engineering · Computer Science 2025-04-17 Karthik Shivashankar , Antonio Martini

Context: Technical debt (TD) refers to the additional costs incurred due to compromises in software quality, providing short-term advantages during development but potentially compromising long-term quality. Accurate TD forecasting and…

Software Engineering · Computer Science 2024-06-19 Adekunle Ajibode , Yvon Apedo , Temitope Ajibode

Context: Advances in technical debt research demonstrate the benefits of applying the financial debt metaphor to support decision-making in software development activities. Although decision-making during requirements engineering has…

Architectural debt is a form of technical debt that derives from the gap between the architectural design of the system as it "should be" compared to "as it is". We measured architecture debt in two ways: 1) in terms of system-wide coupling…

Software Engineering · Computer Science 2018-12-03 Maleknaz Nayebi , Yuanfang Cai , Rick Kazman , Guenther Ruhe , Qiong Feng , Chris Carlson , Francis Chew

Complexity of products, volatility in global markets, and the increasingly rapid pace of innovations may make it difficult to know how to approach challenging situations in mechatronic design and production. Technical Debt (TD) is a…

Software Engineering · Computer Science 2021-03-25 Fandi Bi , Birgit Vogel-Heuser , Litong Xu

With lots of freemium and premium, open and closed source software tools that are available in the market for dealing with different activities of Technical Debt management across different dimensions, identifying the right set of tools for…

Software Engineering · Computer Science 2019-04-26 Dwarak Govind Parthiban

NonTechnical Debt (NTD) is a common challenge in agile software development, manifesting in four critical forms, Process Debt, Social Debt, People Debt, Organizational debt. NODLA project is a collaboration between Karlstad University and…

Software Engineering · Computer Science 2025-09-03 Muhammad Ovais Ahmad , Tomas Gustavsson

Background. Software companies need to manage and refactor Technical Debt issues. Therefore, it is necessary to understand if and when refactoring Technical Debt should be prioritized with respect to developing features or fixing bugs.…

Software Engineering · Computer Science 2020-01-31 Valentina Lenarduzzi , Terese Besker , Davide Taibi , Antonio Martini , Francesca Arcelli Fontana

Technical Debt (TD) identification in software projects issues is crucial for maintaining code quality, reducing long-term maintenance costs, and improving overall project health. This study advances TD classification using…

Software Engineering · Computer Science 2024-08-20 Karthik Shivashankar , Mili Orucevic , Maren Maritsdatter Kruke , Antonio Martini

Context. Technical debt (TD) items are constructs in a software system providing short-term benefits but hindering future changes. TD management (TDM) is frequently researched but rarely adopted in practice. Goal. This study aimed to…

Software Engineering · Computer Science 2025-08-22 Marion Wiese , Kamila Serwa , Anastasia Besier , Ariane S. Marion-Jetten , Eva Bittner

Comments in software are critical for maintenance and reuse. But apart from prescriptive advice, there is little practical support or quantitative understanding of what makes a comment useful. In this paper, we introduce the task of…

Software Engineering · Computer Science 2018-06-13 Annie Louis , Santanu Kumar Dash , Earl T. Barr , Charles Sutton

Software documentation often struggles to catch up with the pace of software evolution. The lack of correct, complete, and up-to-date documentation results in an increasing number of documentation defects which could introduce delays in…

Software Engineering · Computer Science 2024-02-20 Lakmal Silva , Michael Unterkalmsteiner , Krzysztof Wnuk

Technical debt---design shortcuts taken to optimize for delivery speed---is a critical part of long-term software costs. Consequently, automatically detecting technical debt is a high priority for software practitioners. Software quality…

Software Engineering · Computer Science 2017-06-01 Neil A. Ernst , Stephany Bellomo , Ipek Ozkaya , Robert L. Nord

Context: Technical Debt (TD) discusses the negative impact of sub-optimal decisions to cope with the need-for-speed in software development. Code Technical Debt Items (TDI) are atomic elements of TD that can be observed in code artefacts.…

Software Engineering · Computer Science 2022-01-06 Ehsan Zabardast , Kwabena Ebo Bennin , Javier Gonzalez-Huerta
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