This document discusses CartoDB's use of continuous integration and deployment practices. It defines continuous integration, delivery, and deployment. CartoDB breaks its codebase into components and products. It aims to reduce risk through practices like feature flags, canary releases, quick rollbacks, post-mortems, and smoke tests. Continuous deployment provides benefits like early issue detection but requires plans for risks like database locks and integration issues. It is not suitable for all organizations.