agent lifecycle, agent telemetry, Agent tracing, ai observability, ai-systems, debugging, evaluation-driven development, LLM observability, Observability & tracing, OpenInference, OpenTelemetry

Why agent telemetry needs standards

Enterprise agents are moving from demos into production workflows, which creates a basic problem: teams need to understand what those agents actually did.

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