Your AI Ships Code Faster Than Anyone Can Review It
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Rasmus Klärck
Oplane
Founding GTM Lead
Everyone agrees that OSS license compliance is critical, yet nobody enjoys the process. It usually involves spreadsheets, long email chains, and “shipping anxiety.” We decided to treat (legal) license compliance not as a distinct administrative phase, but as a standard CI/CD failure state.
In this talk, I will demonstrate how we built a fully automated license defence line. We utilised package manager metadata to build a centralised “allow-list” enforced by CI checks across all repositories.
But the real innovation is the exception handling:
I will share the technical setup, how we cleaned up our metadata, and how integrating Legal into the Pull Request workflow eliminated “showstopper” risks and gave our engineers instant feedback. Additionally, I will also share how we handle the exceptional cases where we cannot add something to a global list.
World Congress 2026 Europe
Rasmus Klärck
Oplane
Founding GTM Lead
Marcus Ross
Die Techniker
Platform Engineering and Process Framework
Franz Kiraly
German Center for Open Source AI
Director
Björn Stahl
Bechtle / AVS
Software Architect