This is a great insight! I think parameterizing the notebooks is part of the solution, moving to production shouldn't be time-consuming and definitely no need to refactor the code like I've seen some people do. I'd love to get your feedback. We're building a framework to help people develop maintainable work from Jupyter! https://github.com/ploomber/ploomber