FSE 2026
Sun 5 - Thu 9 July 2026 Montreal, Canada
Wed 8 Jul 2026 11:30 - 11:50 at MB 3.445 - Empirical 1 Chair(s): Jaydeb Sarker

Generative artificial intelligence (GenAI) tools have seen rapid adoption among software developers. While adoption rates in the industry are rising, the underlying factors influencing the effective use of these tools, including the depth of interaction, organizational constraints, and experience-related considerations, have not been thoroughly investigated. This issue is particularly relevant in environments with stringent regulatory requirements, such as Germany, where practitioners must address the GDPR and the EU AI Act while balancing productivity gains with intellectual property considerations. Despite the significant impact of GenAI on software engineering, to the best of our knowledge, no empirical study has systematically examined the adoption dynamics of GenAI tools within the German context. To address this gap, we present a comprehensive mixed-methods study on GenAI adoption among German software engineers. Specifically, we conducted 18 exploratory interviews with practitioners, followed by a developer survey with 109 participants. We analyze patterns of tool adoption, prompting strategies, and organizational factors that influence effectiveness. Our results indicate that experience level moderates the perceived benefits of GenAI tools, and productivity gains are not evenly distributed among developers. Further, organizational size affects both tool selection and the intensity of tool use. Limited awareness of the project context is identified as the most significant barrier. We summarize a set of actionable implications for developers, organizations, and tool vendors seeking to advance artificial intelligence (AI) assisted software development.

Wed 8 Jul

Displayed time zone: Eastern Time (US & Canada) change

10:30 - 12:30
Empirical 1Journal-First Paper / Industry Papers / Research Papers at MB 3.445
Chair(s): Jaydeb Sarker University of Nebraska at Omaha
10:30
20m
Talk
From First Patch to Long-Term Contributor: Evaluating Onboarding Recommendations for OSS Newcomers
Journal-First Paper
Asif Kamal Turzo University of Massachusetts Dartmouth, Sayma Sultana Tulane University, USA, Amiangshu Bosu Wayne State University
Link to publication Pre-print
10:50
20m
Talk
How to Value Open Source Contributions? An Institutional Perspective from CERN
Industry Papers
Julie Skoven Hinge IT University of Copenhagen, Micha Moskovic CERN, Axel Naumann CERN, Noemi Calace CERN, Andrzej Wąsowski IT University of Copenhagen, Denmark
Pre-print
11:10
20m
Talk
A Mixed Methods Study on the Implications of Unsafe Rust for Interoperation, Encapsulation, and Tooling
Journal-First Paper
Ian McCormack Carnegie Mellon University, Tomás Dougan Brown University, Sam Estep Carnegie Mellon University, Hanan Hibshi Carnegie Mellon University and King Abdulaziz University, Jonathan Aldrich Carnegie Mellon University, Joshua Sunshine Carnegie Mellon University
11:30
20m
Talk
Adoption of Generative Artificial Intelligence in the German Software Engineering Industry: An Empirical Study
Industry Papers
Ludwig Felder Technical University of Munich, Tobias Eisenreich Technical University of Munich, Mahsa Fischer Heilbronn University of Applied Science, Stefan Wagner Technical University of Munich, Chunyang Chen TU Munich
11:50
20m
Talk
An Empirical Analysis of Machine Learning Model and Dataset Documentation, Supply Chain, and Licensing Challenges on Hugging Face
Journal-First Paper
Trevor Stalnaker William & Mary, Nathan Wintersgill William & Mary, Oscar Chaparro William & Mary, Laura A. Heymann William & Mary, Massimiliano Di Penta University of Sannio, Italy, Daniel M. German University of Victoria, Denys Poshyvanyk William & Mary
12:10
20m
Talk
An Empirical Study on Challenges of Event Management in Microservice Architectures
Journal-First Paper
Rodrigo Laigner University of Copenhagen, Ana Carolina Almeida State University of Rio de Janeiro, Wesley K.G. Assunção North Carolina State University, Yongluan Zhou University of Copenhagen