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

# Overview

> Deploy trained Luna evaluators from the Luna Studio SDK to Splunk Agent Observability.

Once you are satisfied with your trained Luna evaluator's performance and compliance checks, you can deploy it to Splunk Agent Observability and use it across evaluation, observability, and guardrails.

## Registering an evaluator in Splunk Agent Observability

The SDK provides `register_metric_to_galileo(...)` for the final deployment step. After your model weights are available, registration creates or updates the scorer version in Splunk Agent Observability.

## Where to go next

<CardGroup cols={2}>
  <Card title="Register evaluator in Splunk Agent Observability" icon="upload" href="/luna-studio/sdk/deployment/register-evaluator-in-splunk-ao">
    Follow the code-first deployment flow to publish a trained evaluator.
  </Card>

  <Card title="Luna Studio UI registration flow" icon="wand-magic-sparkles" href="/luna-studio/ui/runs/register-evaluator">
    See the equivalent registration step in the Luna Studio web app.
  </Card>
</CardGroup>
