AI Engineer
mediumai-engineer-monitoring
What should you monitor in production LLM applications?
Answer
Monitor both system and quality signals.
Track:
- Latency and error rate
- Cost per request
- Safety policy violations
- Retrieval quality (for RAG)
- User feedback and escalations
Use sampling for human review and track regressions when prompts/models change.
Related Topics
MonitoringLLMReliability