How to ship code fast with AI without paying for it later
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
See you at the klub
👊 #jointheklub