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This report describes the experiences of one organization's adoption of Test Driven Development (TDD) practices as part of a medium-term software project employing Extreme Programming as a methodology. Three years into this project the…

Software Engineering · Computer Science 2021-02-01 Jim Buchan , Ling Li , Stephen G. MacDonell

Agentic AI systems are increasingly being explored as production infrastructure: they reason over multiple steps, call tools, act through workflows, and adapt through memory and feedback. These systems create governance challenges that are…

Artificial Intelligence · Computer Science 2026-05-29 Muhammad Zia Hydari , Raja Iqbal , Narayan Ramasubbu

Background: Software companies must balance fast value delivery with quality, a trade-off that can introduce technical debt and potentially waste developers' time. As software systems evolve, technical debt tends to increase. However,…

Software Engineering · Computer Science 2024-06-04 Bhuwan Paudel , Javier Gonzalez-Huerta , Ehsan Zabardast , Eriks Klotins

As software development increasingly adopts automation, bot-driven development (BotDD) represents a transformative shift where bots assume proactive roles in coding, testing, and project management. In bot-driven development, bots go beyond…

Software Engineering · Computer Science 2025-07-04 Christoph Treude , Christopher M. Poskitt

In modern software engineering, build systems play the crucial role of facilitating the conversion of source code into software artifacts. Recent research has explored high-level causes of build failures, but has largely overlooked the…

Software Engineering · Computer Science 2025-04-03 Anwar Ghammam , Dhia Elhaq Rzig , Mohamed Almukhtar , Rania Khalsi , Foyzul Hassan , Marouane Kessentini

Large Language Models (LLMs) are increasingly embedded in software via APIs like OpenAI, offering powerful AI features without heavy infrastructure. Yet these integrations bring their own form of self-admitted technical debt (SATD). In this…

Software Engineering · Computer Science 2025-09-26 Ahmed Aljohani , Hyunsook Do

Technical debt is a pervasive problem in software development. Software development teams have to prioritize debt items and determine whether they should address debt or develop new features at any point in time. This paper presents…

Software Engineering · Computer Science 2021-07-13 Rodrigo Rebouças de Almeida , Christoph Treude , Uirá Kulesza

Junior indie game developers in distributed, part-time teams lack production frameworks suited to their specific context, as traditional methodologies are often inaccessible. This study introduces the CIGDI (Co-Intelligence Game Development…

Human-Computer Interaction · Computer Science 2025-12-11 Yujie Zhang

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

Technical Debt management decisions always imply a trade-off among outcomes at different points in time. In such intertemporal choices, distant outcomes are often valued lower than close ones, a phenomenon known as temporal discounting.…

Software Engineering · Computer Science 2019-04-03 Christoph Becker , Fabian Fagerholm , Rahul Mohanani , Alexandros Chatzigeorgiou

AI coding assistants are now widely used in software development. Software developers increasingly integrate AI-generated code into their codebases to improve productivity. Prior studies have shown that AI-generated code may contain code…

Software Engineering · Computer Science 2026-04-28 Yue Liu , Ratnadira Widyasari , Yanjie Zhao , Ivana Clairine Irsan , Junkai Chen , David Lo

AI integration in automotive perception systems shifts requirements from static specifications to continuously evolving entities shaped by data, models, and operating contexts. When such changes are not consistently documented, validated,…

Software Engineering · Computer Science 2026-05-01 Hina Saeeda , Soniya Abraham

Static Analysis Tools (SATs) are central to security engineering activities, as they enable early identification of code weaknesses without requiring execution. However, their effectiveness is often limited by high false-positive rates and…

Cryptography and Security · Computer Science 2026-02-04 Nicolás E. Díaz Ferreyra , Moritz Mock , Max Kretschmann , Barbara Russo , Mojtaba Shahin , Mansooreh Zahedi , Riccardo Scandariato

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

Context: Test-driven development (TDD) is an agile software development approach that has been widely claimed to improve software quality. However, the extent to which TDD improves quality appears to be largely dependent upon the…

This paper compares the impact of Test-Driven Development (TDD) and Behavior-Driven Development (BDD) on software delivery effectiveness within enterprise environments. Using a qualitative research design, data were collected through…

Software Engineering · Computer Science 2024-11-08 Jun Cui

Dockerfiles enable the creation of portable container-based execution environments for the application code, and have become an important part of the modern software development process. As Dockerfiles are a form of Infrastructure-as-Code…

Software Engineering · Computer Science 2026-05-21 Wei Minn , Yan Naing Tun , Biniam Fesseha Demissie , Rui'ang Hu , Jiakun Liu , Mariano Ceccato , Lwin Khin Shar , David Lo

Test-driven development (TDD) is the practice of writing tests first and coding later, and the proponents of TDD expound its numerous benefits. For instance, given an issue on a source code repository, tests can clarify the desired behavior…

Software Engineering · Computer Science 2024-12-05 Toufique Ahmed , Martin Hirzel , Rangeet Pan , Avraham Shinnar , Saurabh Sinha

Guided troubleshooting is an inherent task in the domain of technical support services. When a customer experiences an issue with the functioning of a technical service or a product, an expert user helps guide the customer through a set of…

Artificial Intelligence · Computer Science 2018-05-25 Abhirut Gupta , Abhay Khosla , Gautam Singh , Gargi Dasgupta

We introduce a data management problem called metadata debt, to identify the mapping between data concepts and their logical representations. We describe how this mapping can be learned using semisupervised topic models based on low-rank…

Machine Learning · Computer Science 2020-10-13 Jiahao Chen , Manuela Veloso