How do you evaluate LLM applications beyond simple accuracy?

LLM evaluation is multi-dimensional. Measure: - Factuality/grounding - Relevance and completeness - Toxicity/safety - Latency and cost - User satisfaction Use golden sets, human review, and automated checks. Track regressions when prompts/models change.