How to ship code fast with AI without paying for it later

KI-Tools beschleunigen das Prototyping und Onboarding in der Softwareentwicklung erheblich. Mit der Geschwindigkeit wächst jedoch das Risiko für unkontrollierte Abstraktionen und unklare Verantwortlichkeiten im Code. Giuseppe Minnella, Frontend Technical Lead bei der Deutschen Bank, analysiert in diesem Vortrag das Phänomen des Drifts. Er zeigt auf, wie vermeintlich gute Praktiken zu einer operativen Last werden, wenn sie ohne klare geschäftliche Notwendigkeit entstehen. Der Fokus liegt auf der Frage, wann der Einsatz von KI sinnvoll ist und wann Zurückhaltung die bessere Architekturstrategie darstellt. Die Veranstaltung bietet Raum für den Austausch zwischen Entwicklern und Product People über die langfristige Wartbarkeit von Systemen.

​What if the best engineers in the age of AI are the ones who know when to stop? Join us for a buildersklub evening at Deutsche Bank with Giuseppe Minnella, Frontend Technical Lead & Line Manager at Deutsche Bank. AI-assisted coding is making teams dramatically faster at prototyping, explaining and onboarding. But in real production systems, especially complex or regulated ones, speed is only half the story. The harder question is what should be allowed to exist at all. Giuseppe will talk about drift: small, plausible additions that look like good practice but slowly pile up unnecessary abstractions, new states, unclear ownership and maintenance cost without adding real business value. His central idea is simple. As generation gets cheap, engineering value shifts toward containment. 👤 Who is this for? ​Builders, Product People, Software Developers, Engineering managers, Tech leads ​🌟 What You'll Learn \- Why AI\-assisted work drifts\, and what that drift looks like in real codebases \- How "good practice" additions quietly turn into operational burden \- When to accelerate with AI and when to stop \- How to keep systems aligned with intent as generation gets cheaper 🗓️ Agenda \- 18:00–18:30 · Welcome & Networking \- 18:30–19:15 · How to ship code fast with AI without paying for it later with Giuseppe Minnella \- 19:15–19:30 · Q&A \- 19:30\-20:30 · Open Networking \[Drinks & food\] Location: Deutsche Bank Berlin Technology Centre Otto-Suhr-Allee 16 10585 Berlin-Bezirk Charlottenburg-Wilmersdorf