[KongchangAI]
Unverified50% confidenceOpinionExact time

Uptime监控只能反映HTTP服务器是否返回200 OK，LangSmith/Langfuse追踪能反映延迟和token消耗，但没有工具能在答案语义质量缓慢下降时发出警报

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/21/2026
First Seen
Valid until: 11/19/2026

Sources

Zero-Cost Agentic RAG Architecture: Why the LLM Is Your Least Reliable Node

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