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

# End-to-end guides

> Full workflow recipes that chain connectors — from webhook to database to notification.

These guides walk through **complete workflows** you can build in the Console. Each one connects multiple MCP adapters, shows per-step JSON, includes a **full workflow graph** for copy-paste, and links to connector setup pages.

Connector pages document individual tools. These guides show how to **combine** them into production outcomes.

## Pick a guide

<CardGroup cols={2}>
  <Card title="Form webhook → Postgres → Resend digest" icon="webhook" href="/guides/form-webhook-postgres-resend-digest">
    Capture form submissions, store them, and email a daily summary to your team.
  </Card>

  <Card title="Shopify order → WhatsApp template" icon="shopping-bag" href="/guides/shopify-order-whatsapp">
    Notify customers when an order ships using an approved WhatsApp template.
  </Card>

  <Card title="GitHub PR → LLM review → comment" icon="git-pull-request" href="/guides/github-pr-review">
    Summarize a pull request with an LLM, get human approval, and post the review on GitHub.
  </Card>

  <Card title="Scheduled Postgres → Gmail report" icon="calendar-clock" href="/guides/scheduled-postgres-gmail-report">
    Run a weekly SQL report, generate a narrative with an LLM, and email stakeholders.
  </Card>

  <Card title="Lead webhook → ActiveCampaign + Notion" icon="user-plus" href="/guides/lead-sync-activecampaign-notion">
    Sync inbound leads to your CRM and log every submission in a Notion database.
  </Card>
</CardGroup>

## What you need first

<Steps>
  <Step title="Integrations quickstart">
    Understand [connections](/integrations/connections), [MCP instances](/integrations/mcp-instances), and how **mcp\_call** steps bind to instances.
  </Step>

  <Step title="Install connectors">
    Each guide lists required adapters. Install them from **MCP** (**Add instance**), wire connections on **Instance config**, then build the workflow.
  </Step>

  <Step title="Workflow Studio">
    Author graphs in [Workflow Studio](/workflows/studio). Use the [JSON cookbook](/workflows/json-schema-cookbook) if you prefer editing raw JSON.
  </Step>
</Steps>

## Patterns behind these guides

| Pattern                              | Guides using it        |
| ------------------------------------ | ---------------------- |
| Webhook → store → notify             | Form digest, lead sync |
| External event → lookup → message    | Shopify → WhatsApp     |
| Fetch → LLM → human → action         | GitHub PR review       |
| Schedule → query → summarize → email | Postgres weekly report |

See also [Workflow patterns](/workflows/patterns) for approve-then-send, retries, and `for_each` fan-out.

## Related

* [Feature availability](/platform/feature-availability) — preview, API-only, and placeholder features
* [Connector catalog](/integrations/connector-catalog) — all adapters and common patterns
* [Inbound webhooks](/integrations/inbound-webhooks) — trigger runs from external systems
* [Command Center](/workflows/command-center) — complete human tasks in multi-step guides