Name Telemetry So Teams Can Join It
Explain why consistent telemetry names matter for AI observability.
Bad naming turns observability into translation work. Correlation Needs Shared Names AI work crosses services: prompt assembly, retrieval, model calls, tools, guardrails, cost tracking, and final response. During an incident, you need to join those events. If every service names the same idea differently, the join breaks. Semantic Conventions Create Queryability OpenTelemetry semantic conventions give teams shared vocabulary for attributes and signals. For AI systems, the practical value is simple: consistent model, provider, prompt version, retrieval collection, tool, policy, token, and error fields make questions answerable. Naming Is An Operational Control A bad answer can involve five systems. Consistent telemetry…
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