Paweł Urbanek 7/22/2025

Using LLMs and MCP to Debug PostgreSQL Performance in Rails

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This technical tutorial explains how to automate Rails PostgreSQL performance audits using Large Language Models (LLMs) and the Model Context Protocol (MCP). It details integrating the rails-pg-extras-mcp gem with AI models via n8n to create a Slack bot that analyzes database health, discusses security implications of connecting AI to production data, and demonstrates interpreting pg-extras diagnostic output.

Using LLMs and MCP to Debug PostgreSQL Performance in Rails

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