How frontend teams are using LLM evaluation and RAG patterns in production
Dev.to AI
•
Generative AI
AI Research
How frontend teams are using LLM evaluation and RAG patterns in production LLM Evaluation for RAG in 2026: A Practical Guide for Frontend Teams Frontend teams shipping production RAG apps in 2026 are usually evaluating retrieval quality, answer faithfulness, and user experience together, not as separate academic exercises. The practical pattern is to treat retrieval like search quality, generation like grounded writing, and the UI like the layer that can either reveal or hide failures.