Version control through CI/CD

From The Foundation for Best Practices in Machine Learning

Version control through CI/CD

Control

Maintain distinct production versions to easily revert or roll back to a working previous Product, if production issues arise. Properly set up CI/CD enables easy redeploy of any artifact and version.


Aim

To (a) provide functional Product to users at all times; (b) seamlessly redeploy Product versions if needed; and (c) highlight associated risks in the Product Lifecycle.


Additional Information