How Does Refine Work Step by Step?

Refine turns your existing backend into a production-grade React internal app through a four-stage flow: connect your data, let it analyze and plan, preview and modify in a Web IDE, then download or publish. It fits teams that already have a REST API or Supabase project and want React-based internal tools without building the frontend scaffolding by hand. If you have no backend yet, the site notes you can start vibe coding and publish whenever you're ready.

Step 1: Bring your own data

Connect Refine to the backend you already run. The site lists two supported connection paths:

• REST API — point Refine at your existing REST endpoints.
• Supabase — connect to a Supabase project directly.

The input here is your data source; the action is establishing that connection; the expected result is that Refine can read your data model. No backend yet is also handled — you can start building and publish later.

Step 2: Analyze and plan

Once connected, Refine analyzes your backend to create a blueprint for its AI agents. That context is what the site says keeps generated code "precise, error-free" and aligned with your data model.

The practical takeaway: this stage is where your schema and endpoints get translated into a plan the agents work from. A clean, consistent API or Supabase schema gives the analysis more to work with than an inconsistent one.

Step 3: Preview and modify

Development happens in Refine's Web IDE. You have two modes, and you can mix them:

• Vibe code with AI — let the agents generate and iterate on the app.
• Inspect your codebase — read and adjust the code yourself as you wish.

The site frames this as "flexible enough for vibe coding, precise enough for spec-driven development," so you can lean on AI for speed and drop into the code when you need exact control. The expected result is a working app you can see before committing to it.

Step 4: Download or publish

When the app is ready, you get pure React code — the site describes it as "no black box and it's yours alone." From there you can either download the codebase or publish the app wherever you want.

This matters if portability is a requirement: you're not locked into a hosted runtime, and the output is standard React you can host on your own infrastructure.

The flow at a glance

Who this fits

Refine is aimed at enterprise internal tools and B2B apps, and the site positions it around building them "10x faster" with AI agents. It's a reasonable fit when:

• You already have a REST API or Supabase backend.
• You want React output you can own and host yourself.
• You want AI generation but still want to read and edit the code.

It's less of a fit if you need a no-code tool with no code output, or if your data lives somewhere other than a REST API or Supabase.

For current plan details and any limits, check the pricing page rather than assuming what's included.