Pattern

Agent observability platforms (LangSmith, Phoenix, Langfuse, Helicone, Braintrust, Galileo)

Provide the operational substrate for production agents: tracing of agent behavior, evaluation pipelines, prompt management, cost tracking, performance monitoring, and the operational tooling that distinguishes production deployments from prototypes.

Classification Observability, evaluation, and operations platforms for production agent deployments.

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