Dagster is an open-source, Python library for building data applications: ML, Analytics, ETL, and more. We will describe how Dagster can enable a unified stack of tooling across a wide dynamic range of use cases: from a laptop to a Kubernetes cluster; from local development, to monitoring in production; from data science, to data engineering, to machine learning.