RAG and LLMs are not plug-and-play magic. They are also not beyond the reach of ordinary software engineers.

A Java engineer recently introduced herself in a developer community. She said she was learning about large language models, Retrieval-Augmented Generation (RAG), agentic AI, and automation because sh