Production-Grade AI Eval Systems. What I Learned Putting LLMs on Call August 21, 2026 by Anjaiah Methuku Production-grade AI reliability requires more than uptime and latency. A layered eval system helps teams detect hallucinations, RAG failures and quality regressions before customers do.