Really strong framing on RAG. The insight about hallucinations getting harder to notice resonates — we saw this when our retrival was pulling slightly outdated docs and nobody caught it for weeks because the model confidently synthesized them. The shift you're describing from prompt-first to context-enginering makes sense, especially the unified layer approach. Kinda wish more teams treated context like infra insteadof an afterthought.