I've been working on a project to audit distributed hardware infrastructure — devices

spread across multiple sites, each running firmware that needs to stay compliant with a

central policy. Pretty standard enterprise ops problem.

My first instinct was RAG. Everyone reaches for RAG. You embed your documents,

stand up a vector store, and your agent can reason over your data. I've built RAG