"if you have worked with analytical systems in the past, you may assume that DuckDB cannot handle transactional workloads. But DuckDB has been built as a transactional, multi-connection database with full MVCC and transaction isolation since day one. Most users just never needed that in a single-user scenario. It turns out DuckDB handles transactions well: it's fast enough to compete with general-purpose databases like PostgreSQL on quite a few workloads, and the client/server pattern finally lets that machinery shine in multi-tenant, long-running deployments."