#systems-design

Compile-Time Knowledge: A Technical Argument Against RAG

RAG is a search engine wearing a language model as a hat. Trail compiles knowledge the way a brain consolidates memory — and the architectural difference shows up in latency, accuracy, provenance, and cost.