Coding.Waterkant February meetup: Identifying Toxic Commits // Auto-Documentation for Repositories

We’re kicking off the year with an exciting meetup, bringing together our vibrant community of AI enthusiasts and tech innovators. February’s session is all about how you can turn your ideas into reality. Whether during our Coding Camp or the upcoming Prototyping Week. Whether you’re a long-time participant or new to our community, this meetup is the perfect opportunity to connect and be part of the journey. Plus, don’t miss the chance to hear all about our summer Coding Camp and snag an early bird ticket!

Here’s what you can look forward to:
Agenda:

1. Recent News in AI and Coding.Waterkant 2025
   Stay updated on the latest happenings in the world of AI and our plans for our Coding Camp in summer.
2. Auto-documentation with LLMs
   Malte Leuschner (HU Berlin & Freelancer), Max Brede (CAU Kiel)
   Max and Malte report on their Coding.Waterkant 2024 project. The implementation of a github actions LLM that creates docstrings, typing, linting, and sphinx autodocumenation.
   GitHub
3. Open-source code poisoning
   Jan Monica, Siemens Smart Infrastructure
   Jan reports on the possibilities of using large language models to detect toxic commits in open-source repositories. He explores how LLMs can help identify potentially harmful code contributions and maintain the security of open-source communities.
4. Prototyping Week
   Alexander Orth (opencampus.sh) & Moritz Hollenberg (TU Hamburg)
   Alexander and Moritz will inform about the upcoming Prototyping Week. At PTW25 you have the opportunity to find a team or implement your own idea with new colleagues: in just 5 days to a helpful/market-ready concept/product/service/business. Moritz will bring his 3D-printed robot arm.

Hope to see you there!