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9 changes: 5 additions & 4 deletions docs/user-guide/observability-evaluation/traces.md
Original file line number Diff line number Diff line change
Expand Up @@ -239,10 +239,11 @@ Traces can be visualized and analyzed using any OpenTelemetry-compatible tool:
Common visualization options include:

1. **Jaeger**: Open-source, end-to-end distributed tracing
2. **Langfuse**: For Traces, evals, prompt management, and metrics
3. **AWS X-Ray**: For AWS-based applications
4. **Zipkin**: Lightweight distributed tracing
5. **Opik**: For evaluating and optimizing multi-agent systems
2. **MLflow**: [Open-source](https://github.com/mlflow/mlflow/tree/master) LLMOps platform for tracing and evaluation. Managed version is available in [SageMaker AI](https://aws.amazon.com/jp/sagemaker/ai/experiments/).
3. **Langfuse**: For Traces, evals, prompt management, and metrics
4. **AWS X-Ray**: For AWS-based applications
5. **Zipkin**: Lightweight distributed tracing
6. **Opik**: For evaluating and optimizing multi-agent systems

## Local Development Setup

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