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

# Examples

> End-to-end walkthroughs and recipes, grouped by what you're trying to do.

These are complete, end-to-end walkthroughs. Each one strings together the individual features into
a real task, so you can follow along start to finish.

## Setup

<CardGroup cols={1}>
  <Card title="Configuration" icon="sliders" href="/examples/configuration">
    Common Portal configuration patterns for applications, intents, and intent groups.
  </Card>
</CardGroup>

## Fine-tuning

<CardGroup cols={2}>
  <Card title="Import Data" icon="file-import" href="/examples/import_data">
    Bring existing data into Maitai to build a dataset.
  </Card>

  <Card title="Fine-tune a Model" icon="microchip" href="/examples/fine_tuning">
    Dataset, composition, run, validation, then deployment.
  </Card>
</CardGroup>

## Agents

<CardGroup cols={2}>
  <Card title="Build an Agent" icon="robot" href="/examples/build_agent">
    Create an agent, add capabilities, and configure how it executes.
  </Card>

  <Card title="API to Agent" icon="plug" href="/examples/api_to_agent">
    Turn an OpenAPI spec into an agent with API-call actions and routing.
  </Card>
</CardGroup>

## Testing & Quality

<CardGroup cols={2}>
  <Card title="Create Test Sets" icon="vial" href="/examples/test_sets">
    Turn real traffic into a reusable regression suite.
  </Card>

  <Card title="Execute Test Runs" icon="play" href="/examples/test_runs">
    Run a set against a model, workflow, or agent and read the results.
  </Card>

  <Card title="Quality Loop" icon="arrows-rotate" href="/examples/quality_loop">
    Fault, fix, then regression test, the repeatable quality workflow.
  </Card>

  <Card title="Sentinel Workflow" icon="shield-check" href="/examples/sentinel_workflow">
    Create, tune, and validate a Sentinel on real traffic.
  </Card>

  <Card title="Debug a Request" icon="magnifying-glass" href="/examples/debug_request_reruns">
    Rerun a single request with prompt or model changes and evaluate it.
  </Card>
</CardGroup>