Auto Loader vs Traditional ETL

For years, traditional ETL pipelines were the backbone of data engineering. Scheduled jobs, batch processing, and predefined transformations were the norms. Everything was predictable, data arrived at a fixed time, pipelines ran on schedule, and outputs were generated in a controlled manner. Then came modern ingestion tools like Auto Loader, bringing in event-driven processing, incremental […]