It’s also good practice to regularly redeploy your model, even if you haven’t improved it or noticed changes in data characteristics! This allows you to make use of new framework versions and hardware, to address security vulnerabilities through updates to components, and to be sure that when you need to deploy a fresh model, you know that your deployment processes work.