# Recipes

Common implementation patterns:

- Validate -> Transform -> Persist pipeline
- Compensated onboarding flow
- Best-effort workflow with `CONTINUE`
- Strict rollback workflow with `COMPENSATE`

For concrete code, use:

- [Getting Started](../getting_started.md)
- [API Reference](../api_reference.rst)