Without a trace, teams guess which stage caused latency or failure.
OBSERVABILITYAI SRE
Distributed Tracing for AI
Tracing connects each AI request across gateway, retrieval, model, agent and tool spans.
One trace shows 600ms retrieval, 1.4s model prefill and a 4.8s CRM tool call—the actual bottleneck.
Do traces preserve enough metadata to debug without logging sensitive content?
REMEMBERTrace structure and timing; avoid collecting secrets by default.
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