changes, never mutate existing ii. Remove application assumptions about DB version iii. The Canary & Cluster Immune System Release Patterns 1. Canary Strategy a. Automates the release process of promoting environments b. Successful application behavior moves to the next group; failure stops or rolls back 2. Cluster Immune Strategy a. Expands upon Canary. Links production monitoring with release process to automatically