Beyond the Green DAG: Implementing SecMLOps Discipline in Modern Machine Learning Pipelines
Executive Overview For over a decade, DevOps and platform engineering teams have methodically matured software delivery lifecycles. They have embedded automated testing, comprehensive logging, rigorous secrets management, and absolute auditability directly into deployment pipelines. Yet, as organizations race to operationalize Artificial Intelligence (AI) and Machine Learning (ML), a glaring operational disconnect has emerged. Machine learning…
