> ## Documentation Index
> Fetch the complete documentation index at: https://www.truefoundry.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Future AGI

> Learn how to export LLM Gateway traces to Future AGI using OpenTelemetry integration.

This guide provides instructions for integrating [Future AGI](https://futureagi.com/) with the TrueFoundry AI Gateway to export OpenTelemetry traces.

## What is Future AGI?

Future AGI is an end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Its **Observe** workspace ingests OTLP traces so you can monitor gateway traffic, debug agent workflows, analyze latency and token usage, and run evaluations on production spans.

### Key capabilities

* **[LLM tracing & observability](https://futureagi.com/platform/monitor/tracing/)**: End-to-end traces for LLM calls, tools, MCP invocations, and agent steps with latency, status, and token details
* **[OpenTelemetry ingestion](https://docs.futureagi.com/docs/tracing/concepts/)**: Accepts OTLP/HTTP traces authenticated with API and secret keys
* **[Evaluations & alerts](https://docs.futureagi.com/docs/observe/)**: Run evals on traced spans, build dashboards, and set up alerts on top of gateway traffic

## Prerequisites

Before integrating Future AGI with TrueFoundry, ensure you have:

1. **TrueFoundry account**: Create a [TrueFoundry account](https://www.truefoundry.com/register) and follow our [Gateway Quick Start Guide](https://docs.truefoundry.com/gateway/quick-start)
2. **Future AGI account**: Sign up at [Future AGI](https://futureagi.com/) and access your project dashboard
3. **API credentials**: Obtain your **API key** and **secret key** from the Future AGI dashboard under **Build** → **Keys**

<Note>
  The TrueFoundry **OTEL Config** export sends **traces only** for the AI
  Gateway. It does not export OTEL metrics from this screen.
</Note>

## OTLP traces endpoint

Future AGI exposes a dedicated OTLP/HTTP traces endpoint:

```
https://api.futureagi.com/tracer/v1/traces
```

## Integration steps

TrueFoundry AI Gateway supports exporting OpenTelemetry traces to Future AGI over OTLP/HTTP so you can monitor LLM gateway traffic in the Future AGI Observe dashboard.

<Steps>
  <Step title="Get your Future AGI API credentials">
    1. Log in to your [Future AGI dashboard](https://futureagi.com/).
    2. Go to **Build** → **Keys**.
    3. Copy your **API key** and **secret key**, and store them securely — you will use them as `X-Api-Key` and `X-Secret-Key` in TrueFoundry.

    <Tip>
      Both keys are required for OTLP trace ingestion. If export fails with auth errors, verify the keys are active and copied without extra whitespace.
    </Tip>
  </Step>

  <Step title="Configure OTEL export in TrueFoundry">
    1. Go to **AI Gateway** → **Controls** → **Settings** in the TrueFoundry dashboard.
    2. Scroll to **OTEL Config** and click the edit (pencil) control.
    3. Enable **Otel Traces Exporter Configuration**.
    4. Select **HTTP Configuration**.
    5. Set **Endpoint** to `https://api.futureagi.com/tracer/v1/traces`.
    6. Set **Encoding** to **Json**.

    <Frame>
      <img src="https://mintcdn.com/truefoundry/tnpa46FBf69uTkVe/images/futureagiConfig.png?fit=max&auto=format&n=tnpa46FBf69uTkVe&q=85&s=13d5a6e0adeed8c92d1a87000dcd9d0c" alt="TrueFoundry OTEL Traces Exporter Configuration for Future AGI with HTTP endpoint, Json encoding, API headers, and resource attributes" width="937" height="870" data-path="images/futureagiConfig.png" />
    </Frame>
  </Step>

  <Step title="Configure headers, resource attributes, and save">
    Enable **Headers** and add:

    | Header         | Value                      |
    | -------------- | -------------------------- |
    | `X-Api-Key`    | Your Future AGI API key    |
    | `X-Secret-Key` | Your Future AGI secret key |

    Enable **Additional Resource Attributes** and add:

    | Attribute      | Value                                                |
    | -------------- | ---------------------------------------------------- |
    | `project_name` | Your Future AGI project name (for example `devtest`) |
    | `project_type` | `observe`                                            |

    <Note>
      `project_type` must be set to `observe` so traces are routed to the Future AGI Observe workspace. `project_name` can be any name you choose — it determines which project the gateway traces appear under in Future AGI.
    </Note>

    Click **Save** to apply the configuration.
  </Step>

  <Step title="Verify the integration">
    1. Send a few requests through the TrueFoundry AI Gateway.
    2. In TrueFoundry, open **Monitor** to confirm gateway traffic is flowing.
    3. In Future AGI, open your project and go to **Observe** → **Tracing**.
    4. Confirm new traces appear with trace names, latency, status, and timestamps for your gateway requests.

    <Frame>
      <img src="https://mintcdn.com/truefoundry/tnpa46FBf69uTkVe/images/futureagiTesting.png?fit=max&auto=format&n=tnpa46FBf69uTkVe&q=85&s=71d5f2340fc441fa1e4bfd761c024f63" alt="Future AGI Observe Tracing dashboard showing gateway traces with latency, status, and traffic graph" width="1024" height="549" data-path="images/futureagiTesting.png" />
    </Frame>
  </Step>
</Steps>

## Configuration reference

| Configuration           | Value                                                                    |
| ----------------------- | ------------------------------------------------------------------------ |
| **Traces endpoint**     | `https://api.futureagi.com/tracer/v1/traces`                             |
| **Protocol**            | HTTP (OTLP)                                                              |
| **Encoding**            | Json                                                                     |
| **Headers**             | `X-Api-Key` set to your API key; `X-Secret-Key` set to your secret key   |
| **Resource attributes** | `project_name` set to your project name; `project_type` set to `observe` |