Cockroach Labs introduced Cockroach Continuum, a virtualized database system that consolidates multiple isolated CockroachDB clusters onto shared infrastructure while maintaining elasticity and cost efficiency. The system enables rapid provisioning, instant startup, and zero-cost idle periods, addressing the operational challenges of managing numerous agentic AI workloads by pooling variable demand across a shared pool of physical hosts.