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

> ## Agent Instructions
> Autumn AI (autumn.ai) is a people and company intelligence API, a separate company from useautumn.com (billing software); no billing-product routes exist here.
> Base URL https://api.autumn.ai. Auth on every request: `X-API-Key: <key>` or `Authorization: Bearer <key>`. Plain HTTP + JSON. Schemas: https://www.autumn.ai/docs/openapi.json. Every docs page is Markdown at its URL plus `.md`.

# Cookbook

> Complete jobs, built by composing the API: pipelines, workers, agents, and UIs.

The [Guides](/docs/guides/structured-output) each cover one capability, complete with code.
These recipes cover **jobs that span several of them**, where the value is the order you do
things in and the decision at each seam, not the mechanics of any single step.

If a job maps to exactly one capability, it lives in Guides, not here.

## Pipelines

<CardGroup cols={2}>
  <Card title="Build a reviewed list" icon="list-checks" href="/docs/cookbook/reviewed-list">
    Declared schema, live events, human review, and correction in place.
  </Card>
</CardGroup>

## Production wiring

<CardGroup cols={2}>
  <Card title="Run Autumn from a background worker" icon="server" href="/docs/cookbook/background-worker">
    Queue-driven tasks that survive worker restarts and land rows in your store.
  </Card>

  <Card title="Stream a task into your UI" icon="monitor" href="/docs/cookbook/live-dashboard">
    Live agent progress for your users, with the key kept server-side.
  </Card>
</CardGroup>

## Agents

<CardGroup cols={2}>
  <Card title="Let an agent drive Autumn" icon="bot" href="/docs/cookbook/agent-driven">
    A coding agent that writes the spec, starts the task, and manages the loop.
  </Card>
</CardGroup>

## Single-capability jobs

<CardGroup cols={2}>
  <Card title="Attach and enrich a CSV" icon="upload" href="/docs/guides/file-uploads">
    Upload rows you have and fill in the missing columns.
  </Card>

  <Card title="Build a typed list" icon="braces" href="/docs/guides/structured-output">
    Declare columns and get them back validated.
  </Card>
</CardGroup>