If you’ve shipped machine learning models to production, you’ve felt the pain: the model that crushed offline metrics but flatlined in production environments, the retraining job that broke silently, or the drift that nobody caught until finance noticed a revenue dip. This article covers 7 concrete mlops challenges that hit real systems — not...