Delivering product features with safeguards — Assurance and Deployments — Deployments Canary releases, ring deployments, and percentage rollouts are different patterns for safely testing in production by progressively increasing the exposure of any new change. Canary Deployment Limited Exposure Rolling out the change to a small subset of users before rolling it out to the entire infrastructure and making it available to everybody.