Building real-time, data-aware intelligence with Postgres and the Model Context Protocol
Ask an LLM to write SQL against your production database. It’ll generate something syntactically perfect. It’ll also reference tables that don’t exist, columns that were renamed six months ago, and JOIN conditions it made up from training data. The query fails. Or worse, it runs and returns the wrong answer. I tried to resolve this, and the path led me to the Model Context Protocol (MCP) and a Postgres-native approach to eliminating SQL hallucinations. ...