How-to guides¶

Use these pages when you know the outcome you need.

• Recipes: REST, PATCH, events, schemas, TypedDict, credentials, codecs, recursive trees, dynamic Specs, immutable updates, and resource limits.
• Adoption and migration: incremental paths from dataclasses, TypedDict, Pydantic, and manually written validators.

For a progressive explanation, use Getting started.