# Streaming Agent Example

This example demonstrates **streaming-first observability**.

It shows how to:

- create a stream span
- emit high-frequency events
- preserve ordering
- associate events with spans

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## Typical Use Cases

- token streaming
- audio chunks
- tool output streams
- real-time agent feedback

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## Running

```bash
uv run streaming_agent.py
````

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## Key Takeaway

Streams are first-class citizens in Agent Observatory.
They are designed to be cheap, ordered and export cleanly.