Build Backend Systems with AI

Transform your flows into production-ready code through intelligent conversation. No coding required.

MachineHub Dashboard

Key Features

Interactive Development

Answer questions about your project flows and watch as your backend takes shape automatically.

Smart Suggestions

Get intelligent suggestions for your flows and choose to accept or modify them.

Instant Deployment

Your backend is automatically built and deployed as you refine your flows.

How It Works

1

Describe Your Flows

Start by describing what you want to build in plain English.

2

Answer Questions

Our AI will ask clarifying questions to understand your needs better.

3

Review & Deploy

Review the generated backend and deploy with one click.

MachineHub Questions Interface

Building Your Backend

85%
60%

Confidence Rating

Flows must achieve a high confidence score before they can be built.

Auto Build

Once confidence is high enough, your flow can be automatically built.

✅ Build Success

Deployment

Successfully built flows are automatically deployed.

Intelligent Building Process

Our AI system evaluates each flow's completeness and clarity through a confidence scoring system. When a flow reaches an adequate confidence level (typically 80% or higher), it becomes eligible for building.

This ensures that your backend is built only when flows are well-defined and fully understood, reducing errors and improving code quality.

  • Automatic code generation and testing
  • Integration with existing features
  • Continuous deployment pipeline