How to ship a database every day

Turbopuffer demonstrates a scalable operational model for managing 100+ database clusters across multiple deployment models (public SaaS, single-tenant SaaS, and BYOC) while enabling daily database deployments. The architecture uses local Kubernetes state machines and custom resource definitions that allow clusters to operate autonomously without requiring vendor access, addressing a critical security and compliance challenge in BYOC environments. This approach enables rapid feature velocity while maintaining security isolation and operational control, providing a blueprint for distributed database platforms managing complex multi-tenant infrastructure.