Apache Kafka with Databases as AI Agents Source of Truth

The author argues that building an effective source of truth for AI agents requires combining a transactional database as the system of record, an event log like Apache Kafka for state changes and commands, and a lakehouse for historical analytics. Change data capture bridges the database and event stream, enabling agents to read current states via serving tables and submit write actions safely through the event log. Open article →