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Technical Debt is a term begat by Ward Cunningham to signify the measure of adjust required to put a software into that state which it ought to have had from the earliest starting point. Often organizations need to support continuous and…

Software Engineering · Computer Science 2019-10-29 Nikhil Oswal

Advances in AI have led to new types of technical debt in software engineering projects. AI-based competition platforms face challenges due to rapid prototyping and a lack of adherence to software engineering principles by participants,…

Software Engineering · Computer Science 2024-08-02 Dionysios Sklavenitis , Dimitris Kalles

The popularity of Python has risen rapidly over the past 15 years. It is a major language in some of the most exciting technologies today. This popularity has led to a large ecosystem of third-party packages available via the pip package…

Cryptography and Security · Computer Science 2021-02-15 Aadesh Bagmar , Josiah Wedgwood , Dave Levin , Jim Purtilo

The rapid development of new software and algorithms, fueled by the immense amount of data available, has made the shelf life of software products a lot shorter. With a rough estimate of more than 40,000 new software projects developed…

Software Engineering · Computer Science 2022-04-11 Zena Assaad , Mina Henein

Self-Admitted Technical Debt (SATD) refers to instances where developers knowingly introduce suboptimal solutions into code and document them, often through textual artifacts. This paper provides a comprehensive state-of-practice report on…

Software Engineering · Computer Science 2025-03-20 Edi Sutoyo , Andrea Capiluppi

Developers rely on open-source packages and must review dependencies to safeguard against vulnerable or malicious upstream code. A careful review of all dependencies changes often does not occur in practice. Therefore, developers need…

Software Engineering · Computer Science 2025-07-24 Sivana Hamer , Nasif Imtiaz , Mahzabin Tamanna , Preya Shabrina , Laurie Williams

Technical debt is often the result of Short Run decisions made during code development, which can lead to long-term maintenance costs and risks. Hence, evaluating the progression of a project and understanding related code quality aspects…

Software Engineering · Computer Science 2023-05-01 Benedikt Dornauer , Michael Felderer , Johannes Weinzerl , Mircea-Cristian Racasan , Martin Hess

[Context] Technical debt (TD) in machine learning (ML) systems, much like its counterpart in software engineering (SE), holds the potential to lead to future rework, posing risks to productivity, quality, and team morale. Despite growing…

Software Engineering · Computer Science 2025-02-19 Rodrigo Ximenes , Antonio Pedro Santos Alves , Tatiana Escovedo , Rodrigo Spinola , Marcos Kalinowski

Background: Technical debt (TD) has been widely discussed in software engineering research, and there is an emerging literature linking it to developer characteristics. However, developer personality has not yet been studied in this…

Software Engineering · Computer Science 2024-06-28 Lorenz Graf-Vlachy , Stefan Wagner

The risk to using third-party libraries in a software application is that much needed maintenance is solely carried out by library maintainers. These libraries may rely on a core team of maintainers (who might be a single maintainer that is…

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

The use of third-party packages is becoming increasingly popular and has led to the emergence of large software package ecosystems with a maze of inter-dependencies. Since the reliance on these ecosystems enables developers to reduce…

Software Engineering · Computer Science 2023-06-21 Raula Gaikovina Kula , Katsuro Inoue , Christoph Treude

As large language models (LLMs) such as ChatGPT, Copilot, Claude, and Gemini become integrated into software development workflows, developers increasingly leave traces of AI involvement in their code comments. Among these, some comments…

Software Engineering · Computer Science 2026-01-13 Abdullah Al Mujahid , Mia Mohammad Imran

This paper presents a case study analyzing Hibernate ecosystem software projects to investigate and demonstrate Code Debt behavior in relation to severity and rework time. The case study carried out revealed that the Code Debt with severity…

Software Engineering · Computer Science 2020-02-13 Bruno Santos de Lima , Rogério Eduardo Garcia

Background: The OpenSSF Scorecard is widely used to assess the security posture of open-source software repositories, with the Maintained metric serving as a key indicator of recent maintenance activities, helping users identify actively…

Software Engineering · Computer Science 2026-05-01 Alexandros Tsakpinis , Efe Berk Ergüleç , Emil Schwenger , Alexander Pretschner

Version control systems for source code, such as Git, are key tools in modern software development environments. Many developers use online services, such as GitHub or GitLab, for collaborative software development. While software projects…

Cryptography and Security · Computer Science 2022-11-15 Alexander Krause , Jan H. Klemmer , Nicolas Huaman , Dominik Wermke , Yasemin Acar , Sascha Fahl

An Operating System (OS) combines multiple interdependent software packages, which usually have their own independently developed architectures. When a multitude of independent packages are placed together in an OS, an implicit…

Software Engineering · Computer Science 2023-07-11 Victor Prokhorenko , Chadni Islam , Muhammad Ali Babar

Easy and mostly free access to the internet has resulted in the growing use of open source software (OSS). However, it is a common perception that closed proprietary software is still superior in areas such as software maintenance and…

Software Engineering · Computer Science 2015-12-01 Arif Raza , Luiz Fernando Capretz , Faheem Ahmed

While free/libre and open source software (FLOSS) is critical to global computing infrastructure, the maintenance of widely-adopted FLOSS packages is dependent on volunteer developers who select their own tasks. Risk of failure due to the…

Software Engineering · Computer Science 2024-04-29 Matthew Gaughan , Kaylea Champion , Sohyeon Hwang

Software updates are essential to enhance security, fix bugs, and add better features to the existing software. While some users accept software updates, non-compliance remains a widespread issue. While some users accept software updates,…

Software Engineering · Computer Science 2025-10-30 Mahzabin Tamanna , Mohd Anwar , Joseph D. W. Stephens