Feature Flag
Open the new recommendation feature to employees first; if error rate rises, turn off the new path immediately without redeploying.
Open the new recommendation feature to employees first; if error rate rises, turn off the new path immediately without redeploying.
↳Deployment and exposure are separate; the rule decides who enters the new business path.
Deployment and exposure can happen at different times: Code can already be deployed, while a flag sends only employees, a small group, or qualifying people to the new path. Observe real signals, then expand without waiting for another code release to control access.
Turning a flag off quickly stops one path: When new recommendations misbehave, turning off the flag returns people to the old path; monitoring, root-cause repair, and verification still follow. A flag does not repair data or restore a whole version.
Add a feature flag for the new recommendation page: enable it for employees only by default and keep other users on the old page. Monitor the new-path error rate after release; above threshold, disable the flag and confirm everyone returns to the old path without rolling back the entire version.