Scaling a data pipeline isn't a simple endeavor—especially when managing massive datasets and maintaining performance. In this post, we’ll take you behind the scenes to highlight the strategic improvements we've implemented to scale up our system. From handling Change Data Capture (CDC) to optimizing data processing, we’ll dive into the technical innovations that have helped us keep the system efficient, reduce costs, and ensure a smooth data flow for our users.