RAG and Agentic AI: A Developer's Guide with Code Insights

Two different problems wearing similar clothes. Here's how to tell them apart in thirty seconds, with working code for both. I see this confusion in almost every project kickoff: "We need RAG" when the actual requirement is agentic, or "we need an agent" when RAG would be simpler, cheaper, and faste