AI Backend Builder

Serverless APIs and Business Logic from Text

Describe your API endpoints, data models, and business rules in plain English. Fabricate generates a complete serverless backend on Cloudflare Workers with D1 database integration, input validation, error handling, and authentication middleware.

No coding required Database included Deploy instantly

Key Takeaways

  • Fabricate generates complete backend APIs with typed routes, middleware, and database access
  • Cloudflare Workers backend runs globally with zero cold starts and massive scalability
  • Generated backends include auth middleware, rate limiting, error handling, and logging

Everything You Need to Build

Serverless Architecture

Generated backends run on Cloudflare Workers at the edge. No servers to provision, patch, or scale. Pay only for what you use.

Database Integration

D1 database schemas, migrations, and query logic are generated alongside your API. Relationships, indexes, and constraints are handled automatically.

Auth Middleware

JWT validation, session management, and role-based access control are generated as reusable middleware that protects your endpoints.

Type-Safe API Layer

Request and response types are defined in TypeScript. Input validation catches malformed data before your business logic runs.

Edge Performance

Every API endpoint runs within 50ms of your users on Cloudflare's global network. No cold starts, no regional latency.

Structured Codebase

Generated backends follow a clean architecture: routes, controllers, services, and data access layers are properly separated.

How It Works

1

Define Your API

Describe the endpoints you need: "A REST API for managing projects with CRUD operations and team member assignments."

2

AI Generates the Backend

Route handlers, database queries, validation schemas, and middleware are generated with proper error handling.

3

Test with Live Preview

Your API runs in the preview environment. Test endpoints directly or connect your frontend to verify integration.

4

Add Business Logic

Describe complex rules: "When a task is marked complete, notify all team members and update the project progress percentage."

5

Deploy Globally

Deploy your backend to 300+ Cloudflare edge locations with a single click.

In-Depth Guide

AI-Generated Backend APIs with Cloudflare Workers

Building a backend API requires designing endpoint structure, implementing authentication middleware, validating request inputs, querying databases safely, handling errors consistently, and deploying to reliable infrastructure. Fabricate generates complete backend APIs as Cloudflare Workers with all of these handled correctly. API routes are typed and validated with Zod schemas. Auth middleware uses Clerk JWT verification. Database queries use Drizzle ORM for type-safe access. Error responses follow consistent JSON structure. Rate limiting prevents abuse. The result is a production-ready API from the first deploy.

API Design: RESTful endpoint structure following resource-based naming. Consistent response envelopes, HTTP status codes, and error formats.

Middleware: Clerk JWT authentication, rate limiting with Cloudflare rate limiters, request logging, CORS configuration, and input validation.

Data Access: Type-safe D1 database queries via Drizzle ORM, proper transaction handling, connection pooling, and query performance considerations.

What You Can Build

REST APIs - CRUD endpoints with filtering, pagination, and sorting
Webhook Handlers - Process events from Stripe, GitHub, or other services
Authentication Services - User registration, login, password reset, and OAuth flows
Data Processing Pipelines - Transform, validate, and store incoming data
Scheduled Tasks - Cron-triggered background jobs for reports and cleanup
Integration APIs - Connect multiple services with a unified API layer
The backend Fabricate generated handles auth, rate limiting, and database access correctly. I spent my time on business logic, not plumbing. That is exactly what I needed.

API Developer

B2B Platform Engineer

Frequently Asked Questions

What runtime does the backend use?

Backends run on Cloudflare Workers, a V8-based serverless runtime. It supports standard JavaScript and TypeScript with access to Cloudflare services like D1, KV, and R2.

Can I connect to external databases?

Fabricate primarily uses Cloudflare D1 for database storage. For external databases, you can use Hyperdrive to connect to PostgreSQL or MySQL instances with connection pooling.

How does authentication work?

Fabricate generates authentication using Clerk for user management. This includes signup, login, session handling, and role-based access control with minimal configuration.

Is there rate limiting?

Yes. Fabricate can generate rate limiting middleware for your API endpoints to prevent abuse. Limits are configurable per endpoint or per user.

Can I add custom business logic?

Absolutely. Describe your business rules in natural language and Fabricate generates the corresponding validation, computation, and side-effect handling code.

Ready to Start Building?

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