Bringing order to AI-generated frontend code.

A design system platform for AI-assisted frontend development

Constrainly turns your color, type, spacing, radius, and shadow decisions into one source of truth for AI coding tools — so every screen generated by AI stays consistent and on-brand.

Our mission

Consistency is the hardest part of UI — so we made it the default.

AI writes UI fast, but visual consistency breaks quickly. Colors drift, spacing becomes arbitrary, and components stop feeling related.

We built Constrainly to close that gap. Instead of relying on AI to remember your design rules, you define them once as structured design tokens and export them as strict, machine-readable constraints — a shared vocabulary both humans and AI tools follow, so the work that ships looks like it came from one deliberate, well-run design system.

The problem

The problem we're solving.

AI tools don't fail at writing code — they fail at staying consistent. These are the patterns we see break design systems again and again.

Spacing drift

Arbitrary padding and margins pile up, so layouts lose their rhythm.

Typography inconsistency

Missing hierarchy and random font sizes quietly erode readability.

Hardcoded color

One-off hex values replace tokens, breaking theming and dark mode.

What we believe

Principles behind Constrainly.

01

Consistency over novelty

Spacing snaps to a grid and type follows a fixed scale, so screens match instead of drifting apart.

02

Tokens as the source of truth

Change a token like --color-primary once and every button, badge, and border updates with it.

03

Preview-first

See each change on real components as you make it — no exporting first to find out it broke.

04

AI-ready by design

Exports are strict rules — ‘use --color-primary, never raw hex’ — not hints a model can ignore.

How it fits together

From design decisions to AI-ready constraints.

A straightforward workflow that turns your design choices into rules every tool can follow.

  1. 1

    Define tokens

    Set your colors, type scale, spacing, radius, and shadows in focused builders.

  2. 2

    Preview

    See your tokens applied across real components before anything is exported.

  3. 3

    Export

    Generate clean CSS, JSON, and AI-ready instructions from one source of truth.

  4. 4

    Use in AI tools

    Feed the constraints into Claude, Cursor, or GPT for consistent UI every time.

What we're building

A focused toolkit for the foundations that matter.

We're starting with the primitives AI tools get wrong most often. Each builder works on its own, but feeds one shared token system.

Build a design system your AI tools can't break.

Generate your design tokens, preview them on real components, and export AI-ready constraints that keep every generated screen consistent.