In our talk at OOP 2025 we are discussing AI-based methods of architecture restructuring and the management of technical debt & knowledge in SW engineering
Enes Alatas 
Ayberk Yasa 
Egon Wuchner
| Mi, 5th of February 2025 | |
| 11:00 CET | |
| ICM - International Congress Center Munich | |
OOP 2025 - "Software Architecture Modernization" Track |
What is it about?
AI for testing to generate test code or AI for coding (see Copilot) to suggest good code examples; this is almost "state-of-the-art". But isn't something missing? Aren't we largely dealing with brownfield software that needs to be transformed in order to be cloud-ready and scalable? Couldn't AI help here too?
In the presentation, we will look at what AI-based methods could do to simulate architecture restructuring (based on data that goes beyond code), check their feasibility and efforts. We also provide an outlook on what support AI could provide with respect to software quality analysis. Finally, we will talk about challenges in relation to knowledge management in projects and how to get assistance based on AI.
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