How Sift Science Trains Thousands of Models Using Apache Airflow (engineering.siftscience.com)

I'm a big fan of Airflow. Used it to replace our "Python script run on a cron" batch ETL process - you have to conform to Airflow's model of DAGs and operators, but it's really good for monitoring a workflow and restarting it from a failed task etc.