Every example follows the same pattern: install the SDK, configure the handler, register a factory for every model the dashboard can create, and expose a single POST endpoint. Each factory carries an input schema (Pydantic in Python, Zod in TypeScript, Ecto/serde/etc. elsewhere) 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 has a README with 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). The SDK uses this to isolate test data and ensure teardown only removes records belonging to the test run.
sharedSecret	Shared between your server and Autonoma. Used to verify incoming requests via HMAC-SHA256. Generate with openssl rand -hex 32.
signingSecret	Private to your server only. Used to sign the refs token that tracks which records were created, so teardown can only delete what was created. Generate with openssl rand -hex 32. Must be different from sharedSecret.
factories	One factory per model the dashboard can create. Each factory declares an input_model / inputSchema (Pydantic, Zod, etc.) plus a create function that calls your real service/repository, and an optional teardown. The SDK introspects the schema to drive discover and validates payloads through it before invoking create.
auth	Called after entity creation during up. Returns credentials (cookies, headers, tokens) so Autonoma can make authenticated requests as the test user.