Ever faced flaky ML builds because OS packages change between runs? This Docker trick packs a deterministic layer with libgomp, build-essential, openssl, git and even Matplotlib, guaranteeing reproducible CI pipelines. Learn how a single layer can stop those mysterious failures and keep your models reliable. #Docker #CIPipelines #DeterministicLayer #Libgomp

🔗 https://aidailypost.com/news/docker-trick-deterministic-os-packages-one-layer-prevent-ml-failures

Jan Bundesmann, Senior orcharhino QA Engineer at ATIX AG, delivered a lightning talk titled "GitLab unplugged: Real-Life Tips and Tales" at ConfigMgmtCamp today. In this presentation, Jan shared practical insights and lesser-known tips on GitLab's Identity and Access Management, User Interface, and CI Pipelines.
Stay tuned for more pics later😎

#configmgmtcamp #gitlab #ui #cipipelines #technology #atix #opensource #linux #cfgmgmtcamp