I mean, Chef Automate doesn't support rollback after all the usual toe dipping (https://docs.chef.io/workflow.html), but that isn't terrible. Automatic rollback generally comes with a fat "but not the database" asterisk, and if you are building something general, it's a pretty reasonable decision.

Screwdrivers docs all seem to mention CD, not sure why you'd say that.