The Verification Layer: How I Design Reliable RAG Systems Beyond Retrieval

Nov 24, 2025 · 7 min read · 1 - Introduction: Why Verification Is the Missing Layer The world today thinks RAG is: Embedding → Vector Search → Chunks → LLM → Answer That is technically correct and practically useless. Because this pipeline assumes: retrieval works chunks make...