activity
20242026
most citedFrom Requirements to Architecture: An AI-Based Journey to Semi-Automatically Generate Software Architectures

21 citations · 24 across the 5 of their papers we have counts for

collaborators

7 papers

cs.SE2026

Recovering Software Architecture Intent from Historical Work Items using Generative AI: A Mixed-Methods Industry Case Study

Dominik Storck, Tobias Eisenreich, Stefan Wagner

Software architecture is often only partially captured in code, while much of the design intent lives in evolving project artifacts. In agile projects, work items, user stories, an…

cs.SE2026

Automating Domain-Driven Design: Experience with a Prompting Framework

Tobias Eisenreich, Husein Jusic, Stefan Wagner

Domain-driven design (DDD) is a powerful design technique for architecting complex software systems. This paper introduces a prompting framework that automates core DDD activities…

cs.SE2026

Adoption of Generative Artificial Intelligence in the German Software Engineering Industry: An Empirical Study

Ludwig Felder, Tobias Eisenreich, Mahsa Fischer +2

Generative artificial intelligence (GenAI) tools have seen rapid adoption among software developers. While adoption rates in the industry are rising, the underlying factors influen…

cs.SE2025

Leveraging Large Language Models for Use Case Model Generation from Software Requirements

Tobias Eisenreich, Nicholas Friedlaender, Stefan Wagner

Use case modeling employs user-centered scenarios to outline system requirements. These help to achieve consensus among relevant stakeholders. Because the manual creation of use ca…

cs.SE2025★ 3 cited

Towards Mixed-Criticality Software Architectures for Centralized HPC Platforms in Software-Defined Vehicles: A Systematic Literature Review

Lucas Mauser, Eva Zimmermann, Pavel Nedvědický +3

Centralized electrical/electronic architectures and High-Performance Computers (HPCs) are redefining automotive software development, challenging traditional microcontroller-based…

cs.SE2025

From Requirements to Architecture: Semi-Automatically Generating Software Architectures

Tobias Eisenreich

To support junior and senior architects, I propose developing a new architecture creation method that leverages LLMs' evolving capabilities to support the architect. This method in…

cs.SE2024★ 21 cited

From Requirements to Architecture: An AI-Based Journey to Semi-Automatically Generate Software Architectures

Tobias Eisenreich, Sandro Speth, Stefan Wagner

Designing domain models and software architectures represents a significant challenge in software development, as the resulting architectures play a vital role in fulfilling the sy…