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What? How does that ensure user 123 only generates LLM queries that constrain on rows where user=123?

As I wrote on the original thread, we recommend using the RDBMS row-level security features.

This blog discusses how to do that on Postgres

Way way too complicated. I thought this tool was suppsed to make my life easier

is there an easier way?

Yes write SQL

The question was around row level security