--- title: "SOFTWARE QUALITY DAYS 2024: AI - What could it do for existing software systems (\"brownfield\")? (23.04.2024)" description: In our talk on the AI track of the SW Quality Days 2024 pre-conference, you will learn about NEW approaches to using AI in SW engineering beyond generative AI. image: https://capeofgoodcode.com/hubfs/SWQDs_2024-1.png --- Conference # SOFTWARE QUALITY DAYS 2024: AI - What could it do for existing software systems ("brownfield")? (23.04.2024) In our talk on the AI track of the SW Quality Days 2024 pre-conference, you will learn about NEW approaches to using AI in SW engineering beyond generative AI. [ Cape of Good Code Team ](https://capeofgoodcode.com/en/events/author/cape-of-good-code-team) Apr 23, 2024 [mailto:?subject=Check%20out%20https://capeofgoodcode.com/en/events/sw-quality-days-2024-ai-what-could-it-do-for-existing-software-systems-brownfield&utm_medium=social&utm_source=email%20&body=Check%20out%20https://capeofgoodcode.com/en/events/sw-quality-days-2024-ai-what-could-it-do-for-existing-software-systems-brownfield&utm_medium=social&utm_source=email](mailto:?subject=Check%20out%20https://capeofgoodcode.com/en/events/sw-quality-days-2024-ai-what-could-it-do-for-existing-software-systems-brownfield&utm_medium=social&utm_source=email%20&body=Check%20out%20https://capeofgoodcode.com/en/events/sw-quality-days-2024-ai-what-could-it-do-for-existing-software-systems-brownfield&utm_medium=social&utm_source=email) --- ## Who, When, Where? ![EnesAlatas_500xx500px-removebg-preview-bw](https://capeofgoodcode.com/hs-fs/hubfs/EnesAlatas_500xx500px-removebg-preview-bw.png?width=79&height=79&name=EnesAlatas_500xx500px-removebg-preview-bw.png)[ Enes Alatas    ](https://www.linkedin.com/in/enesalatas/)![EgonWuchner_500x500px-removebg-preview-bw](https://capeofgoodcode.com/hs-fs/hubfs/EgonWuchner_500x500px-removebg-preview-bw.png?width=75&height=75&name=EgonWuchner_500x500px-removebg-preview-bw.png) [Egon Wuchner](https://www.linkedin.com/in/egon-wuchner-5687a61/) | | **Tuesday, April 23, 2024** | | --- | --- | | | **11:45** | | | **Remote** | | | [Software Quality Days - Pre-Conference - "AI" Track](https://www.software-quality-days.com/programm?tx_comot_pi2%5Baction%5D=index&tx_comot_pi2%5Bcontroller%5D=Planner&tx_comot_pi2%5Bday%5D=89&cHash=6a72f3bcb413d2a033cc66e4a9e8a053) ![Flagge: Deutschland auf Samsung One UI 5.0](https://em-content.zobj.net/thumbs/120/samsung/349/flag-germany_1f1e9-1f1ea.png) | What is it about? AI for testing to generate test code or AI for coding (see Copilot) to suggest good code examples; that 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 software restructuring, check its feasibility and costs and which data can be used for this and how. We also provide an outlook on how AI could be used to help manage the technical debt of new features. - - **Target audience:** Architects, project/technical managers, key developers, managers, decision makers - **Prerequisites:** None - **Level:** Intermediate ### Participants learn about the following aspects - State-of-the-art of AI for software engineering - Challenges of “brownfield” systems - Non-solved challenges of software engineering - Solution approaches with AI - KI methods in practice - Outlook   PRESENTATION _ ### Here you can access the slides of the Pre-Conference at the Software Quality Days 2024 as a free download [DOWNLOAD ](https://capeofgoodcode.com/en/download-talk-software-quality-days-2023-1?hsLang=en)   [Conference](https://capeofgoodcode.com/en/events/tag/conference) ## Similar posts Conference ### [OOP 2025: AI - What could it do for existing/brownfield software systems (05.02.2025)](https://capeofgoodcode.com/en/events/oop-2025-ai-what-could-it-do-for-existing-brownfield-software-systems?hsLang=en) In our talk at OOP 2025 we are discussing AI-based methods of architecture restructuring and the management of technical debt & knowledge in SW... Cape of Good Code Team Feb 4, 2025 Conference ### [SOFTWARE QUALITY DAYS 2024: Architecture Refactoring and Modernization (25.04.2024)](https://capeofgoodcode.com/en/events/sw-quality-days-2024-architecture-refactoring?hsLang=en) In our talk at the Software Quality Days 2024, you will learn about NEW approaches for renewing and modernizing the architecture using domain-driven... Cape of Good Code Team Apr 25, 2024 Conference ### [SOFTWARE QUALITY DAYS 2023: Regardless of Microservices - How Do You Go About Refactoring Code Retrospectively Along Domains? (May 24, 2023)](https://capeofgoodcode.com/en/events/sw-quality-days-2023-refactoring-regardlesse-of-microservices?hsLang=en) In my talk at the Software Quality Days 2023, you will learn NEW approaches on how to refactor code retrospectively along business domains? Cape of Good Code Team May 19, 2023 ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "Cape of Good Code Team", "url" : "https://capeofgoodcode.com/en/events/author/cape-of-good-code-team" }, "dateModified" : "2024-04-23T08:07:50.818Z", "datePublished" : "2024-04-23T07:43:43.000Z", "headline" : "SOFTWARE QUALITY DAYS 2024: AI - What could it do for existing software systems (\"brownfield\")? (23.04.2024)", "image" : [ "https://capeofgoodcode.com/hubfs/SWQDs_2024-1.png" ], "mainEntityOfPage" : { "@id" : "https://capeofgoodcode.com/en/events/sw-quality-days-2024-ai-what-could-it-do-for-existing-software-systems-brownfield", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://capeofgoodcode.com/hubfs/cogc_logo.png" }, "name" : "Cape of Good Code GmbH" } } ```