Most machine learning doesn't work the first time and required rapid iteration outside of your production system in my experience. Then, when you finally get a

Most machine learning doesn't work the first time and required rapid iteration outside of your production system in my experience. Then, when you finally get a model, you can put those weights into your stable production system that has all the automated testing and is written in a typed language.