Papermill is a fantastic product. I used this in a previous role to execute customer notebooks driven by an Airflow scheduler. It was fantastic, let me inject private DB creds into the notebook so the customer didn’t have our prod db creds when they were writing them to start

So the Airflow scheduler + notebook is with the client + you hold the data?

Great seeing this here. Papermill has been part of our datascience CI/CD process for the last couple years. It's been a solid building block and it was fun getting our notebooks building in Github Actions.