From Tools to Systems: The Engineering Guide to Practical AI

Most AI education focuses on tools and APIs, but this series explores the engineering decisions that make AI systems work. By understanding why MCP standardizes AI-to-system connections and how RAG retrieval actually impacts results, developers can build production systems that scale reliably rather than fail in unpredictable ways.