Deployment Confidence in Era of AI Coding

100%, and we have all of those things. Canary acts as the last line of defence, and honestly, when Canary detects and rolls back, it is already an incident that is being auto-mitigated with a limited blast radius.

To reduce the potential blast radius, we are working on a cohort-based canary, which will allow us to validate against a minimal, stable subset of traffic with the desired properties.