My First RAG System Had No Evals. 40% of Answers Were Wrong.

The author observed that production RAG systems often lack proper evaluation, leading to poor performance and 40% wrong answers. They discovered that most RAG failures stem from retrieval issues, not LLM problems, and emphasize measuring Recall@k to address this.