sparklingneuronics/access-aware-text-to-sql

A deterministic SQL access guard for LLM text-to-SQL agents: enforce each user's real data-access rules on generated queries, keep the agent aware of the full catalog, and answer honestly about what it can't see.

1 best points · 1 comments · 1 Hacker News post · 3 GitHub stars · View on GitHub

Hacker News discussions

• Show HN: Access-aware text-to-SQL – stop LLM agents overfetching data (1 points, 1 comments, by dimitarst, 2026-07-07)