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• OpenTelemetryopentelemetry

  An open source framework providing standardized APIs and tools for instrumenting cloud-native applications to generate observability data

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• SigNozsignoz

  Observability platform unifying traces, metrics, and logs with OpenTelemetry-native design

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• Arize Phoenixarize-phoenix

  An open-source AI observability platform for debugging and evaluating LLM applications

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• Tracelooptraceloop

  Open-source observability platform for LLM and AI applications

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• Embraceembrace

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• OpenObserveopenobserve

  Open-source unified observability platform with transparent pay-per-GB pricing and significantly lower storage costs than alternatives

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• Grafanagrafana

  Cloud observability platform with AI-driven insights and incident management capabilities

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• Honeycombhoneycomb

  Real-time observability platform for debugging production systems and monitoring AI workloads

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• Langfuselangfuse

  Platform for monitoring, evaluating, and improving LLM applications and AI agents using production data and continuous testing.

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• Opikopik

  An open-source platform for tracing and evaluating AI agent behavior and LLM applications

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