> For the complete documentation index, see [llms.txt](https://docs.ionos.com/cloud/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.ionos.com/cloud/home/observability/tracing-service/overview/tracing-sources.md).

# Tracing Sources

Tracing Service supports trace data from applications, services, SDKs, and collectors that can export OpenTelemetry traces.

{% hint style="info" %}
**Note:** You can send traces from any environment if your exporter can reach the service endpoint and is configured with the correct pipeline key.
{% endhint %}

Examples of supported tracing source categories include:

{% tabs %}
{% tab title="Application SDKs" %}
OpenTelemetry SDKs for languages such as Go, Java, Python, JavaScript, and .NET can instrument applications directly and export traces to the Tracing Service.
{% endtab %}

{% tab title="OpenTelemetry Collector" %}
The OpenTelemetry Collector can receive traces from multiple sources, batch them, and forward them to Tracing Service using `OTLP/HTTP` or `OTLP/gRPC`.
{% endtab %}

{% tab title="Service Mesh" %}
Ingress layers, proxies, or service meshes that emit OpenTelemetry-compatible traces can forward those traces to the Tracing Service for centralized analysis.
{% endtab %}

{% tab title="Custom Instrumentation" %}
Custom applications or frameworks that build OTLP trace payloads can export to the Tracing Service if they use the correct endpoint and `apikey` authentication.
{% endtab %}
{% endtabs %}


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation by asking a question.

Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:

```
GET https://docs.ionos.com/cloud/home/observability/tracing-service/overview/tracing-sources.md?ask=<question>&goal=<user_goal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
