Generated-SQL validation

Deterministic semantic and schema checks that validate LLM-generated SQL against the real database structure before execution, catching hallucinated columns, joins, or unsafe queries.

grounded in: Latest AI/tech trends: theme 'SQLite/DB rigor' plus NOTABLE 'Sqlsure: Applies deterministic semantic checks to validate AI-generated SQL' (HN front page, 2026-07-12)

Connected concepts

Text-to-SQL, Deterministic verification of generated code, Type-safe SQL, Hallucination control, Guardrails / bounded autonomy