The Hidden Cost of AI Coding: Why Your Assistant Needs Infrastructure Context

AI coding assistants like Claude Code often generate expensive and inefficient database queries because they lack visibility into your underlying infrastructure. By providing real-time infrastructure context through tools like infrawise, developers can prevent costly operations like full table scans and guide AI to write optimized code. This context-aware approach transforms AI from a generic code generator into a smart architectural partner.