Every example follows the same shape: install the SDK, configure the handler, register a factory for each model, and expose a single POST endpoint. Each factory carries an input schema (Pydantic in Python, Zod in TypeScript, and so on) so the SDK can describe the model to the dashboard and validate the create payload before invoking your code. There is no SQL introspection and no SQL fallback.

Available examples

All examples live in the SDK repository. Each one ships with a README covering prerequisites, quick start, project structure, and how it works.

Language	Framework	Schema lib	Source
TypeScript	Express	Zod	express
TypeScript	Next.js (App Router)	Zod	nextjs
TypeScript	Hono	Zod	hono
Python	FastAPI	Pydantic	fastapi
Python	Flask	Pydantic	flask
Python	Django	Pydantic	django
Elixir	Phoenix	Ecto schemas	phoenix
Java	Spring Boot	Bean Validation	spring-boot
Ruby	Rails	dry-validation	rails
Rust	Axum	serde + validator	axum
Go	Gin	go-playground/validator	gin
PHP	Laravel	Symfony Validator	laravel

Configuration reference

Every example configures the same handler fields:

Field	Description
scopeField	The column that scopes all models to a tenant (e.g. organizationId). Declared in discover so the dashboard knows how to isolate test data.
sharedSecret	Shared between your server and Autonoma. Verifies incoming requests via HMAC-SHA256. Generate with openssl rand -hex 32.
signingSecret	Private to your server. Signs the refs token so teardown can only delete what was created. Generate with openssl rand -hex 32, and make it different from sharedSecret.
factories	One factory per model. Each declares an inputSchema / input_model plus a create that calls your real service, and an optional teardown.
auth	Called during up with the created user. Returns credentials (cookies, headers, or credentials) so Autonoma can act as the test user.

For what each field does in depth, see Factories & the create payload, Authentication, and Security.