Comment by hasyimibhar

It's interesting to watch how different companies that offer both Postgres and warehousing solution under 1 roof approach the same problem:

- ClickHouse focuses on traditional CDC (ClickPipes) and just make it blazingly fast

- Databricks leans on their unified storage architecture (LTAP) to avoid copying data (though you can argue there is still a copy in the cache)

- Snowflake uses a data mirroring CDC as extension so it runs directly on Postgres

I'm still waiting for a Postgres provider to just let me mirror data directly to Iceberg, so I can plug in my own stateless query engine.