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OpenTelemetry-based tracing and observability for prompts, model calls, tool spans, tokens, latency, and errors in production AI applications.

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Features

  • OpenTelemetry compatibility
  • Prompt and model-call tracing
  • Token and cost visibility
  • Tool-call spans
  • OTLP data export

Use Cases

  • Production LLM monitoring
  • Agent trace debugging
  • Latency bottleneck analysis
  • Token-cost governance
  • Error root-cause analysis

FAQ

OpenTelemetry-based tracing and observability for prompts, model calls, tool spans, tokens, latency, and errors in production AI applications. Core capabilities include: OpenTelemetry compatibility, Prompt and model-call tracing, Token and cost visibility.

Common scenarios include: Production LLM monitoring, Agent trace debugging, Latency bottleneck analysis.

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