data streaming pipelines

Introduction Change Data Capture (CDC) tools are designed to track and stream changes in databases—such as inserts, updates, and deletes—in near real time. Instead of repeatedly querying entire tables or running heavy batch jobs, CDC tools efficiently capture only what has changed and deliver those changes to downstream systems like data warehouses, analytics platforms, search…