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

# Advanced patterns

> Apply advanced automation patterns—rate limits, idempotency keys, and retry policies—to keep high-volume workflows reliable under load and failure.

At scale, small mistakes amplify. This section covers defensive patterns so automation stays reliable under load.

Read these articles before opening your integration to high-traffic events.