Every LLM tool invents its own tracing format. Langfuse has one. Helicone has one. Arize has one. If you built your own — congratulations, you have one too.

OpenTelemetry just published a standard for all of them.

It defines how to name spans, what attributes a tool call should have, how to log prompts without leaking PII, and which span kind to...