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Teams often end up rebuilding the same runtime code—connection handling, retries, logging—in hundreds of standalone Python scripts. SeaTunnel fixes this by moving those concerns into a shared runtime and connector framework, leaving developers to define just the source, transform, and sink for each data pipeline.
A startup tech lead who’s only used cron seeks an orchestration tool for batch ETL jobs with dependency logic. They ask whether to pick Dagster or Airflow and question their relative resource usage. The community is invited to share experiences on reliability, scheduling flexibility, and system overhead.