Postgres agent approval gates fail prompt and hook tests

An analysis of four different layers for AI agent approval gates tested against a real Postgres database revealed that prompt controls and framework hooks failed to stop all destructive tool calls. In contrast, database credentials managed via a broker process or scoped database roles successfully blocked unauthorized actions, though database grants required a trigger to prevent bulk updates exceeding a specific row limit. Open article →