Events

OOP 2025: AI - What could it do for existing/brownfield software systems (05.02.2025)

Written by Cape of Good Code Team | Feb 4, 2025 8:09:44 AM

Who, Whem, Where?

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.

  • Target Audience: Architects, Project-/Technical Leaders, Key Developers, Managers, Decision Makers
  • Prerequisites: None
  • Level: Advanced

Participants learn about the following:

  • Architecture restructuring of ‘brownfield’ software systems using classical AI methods
  • Management of technical debt using statistics and ML
  • Knowledge management in software engineering using newer AI mechanisms