Beyond the Vibes: Why Your RAG System Is Failing Without Retrieval Evals

Most RAG failures are caused by poor retrieval rather than LLM hallucinations, yet many teams ship systems without any baseline metrics. By implementing Recall @ k and adopting Hybrid Search, developers can shift from subjective 'feel-good' testing to data-driven reliability in AI production.