Unverified50% confidenceFactExact time
AI Agent可观测性从传统软件的日志、指标、追踪三支柱演化而来，并新增Token消耗、提示词版本、工具调用链、推理路径分叉、上下文窗口占用等维度
1
Sources
50%
Confidence
Long-term
Relevance
7/21/2026
First Seen
Sources
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