The user experience is clean and intuitive — I was able to spin up a working ETL pipeline within minutes using Docker, no heavy configuration needed.

The architecture is modern: built upon FastAPI, Next.js, and optionally integrated with Spark — this gives it both responsiveness and scale potential.

Since it’s open source (Apache-2.0 license), there’s trust in being able to see, modify, and own the code base without vendor lock-in. Review collected by and hosted on G2.com.

The current con‐load (full load only) approach is solid, but adding incremental or change-data-capture (CDC) support would further broaden its utility. Review collected by and hosted on G2.com.