We find where users get stuck
We identify friction across your most important product journeys and understand where the experience falls short.
NewStart with a single flow analysis
A product design sprint
for your app’s core user flows
We find the friction in your most important user flows, redesign them, and ship the result in your code, with the rules your AI agents need to keep building on it.
Leading companies are building
design systems that AI agents can use.
Not affiliated with or endorsed by these companies. Logos are trademarks of their owners.
: read about their design system for AI agents (opens in a new tab)
: read about their design system for AI agents (opens in a new tab)
: read about their design system for AI agents (opens in a new tab)
: read about their design system for AI agents (opens in a new tab)
: read about their design system for AI agents (opens in a new tab)
: read about their design system for AI agents (opens in a new tab)
Not affiliated with or endorsed by these companies. Logos are trademarks of their owners.
The problem
AI can generate an entire interface in seconds.
But giving it the taste to build
something truly great is another story.
Users drop off from a better product
Your app beats the competition, yet users still fall back and leave before they see why.
Your best features go unused
You built a strong technical product, but the features that set it apart aren’t being used.
Your product looks vibe coded
Screens that work but feel generic and inconsistent, so users don’t trust them.
How we work
We find friction in your product, redesign the flows that matter, and build a design system for your AI agents to build upon.
We design your core flows to work better
Give your AI coding agents the design direction, reusable components, and context they need to build great interfaces without starting from scratch.
Keep your product consistent
Make every new feature feel like part of the same product, even as you keep shipping with AI.
The result
The new look your app deserves doesn’t have to take 6 months.
You’ve been postponing working on your app’s design and user experience because it means months of work, a frozen roadmap and a Figma file someone still has to build. We design it, ships it in your code, and hands your AI agent the rules to follow. Your stack, your tools and your shipping speed don’t change at all.
“It’ll take six months.” Let humans think, AI will ship.
“We’ll get a Figma file we still have to build.” We write the code. It lands in your repo.
“AI can design it for us.” But top clients notice and won’t pay for vibe-coded apps
After
BeforeWhat top teams are saying
Top teams are moving to agentic design, with design systems their AI agents can actually use.
hudzah@hudzah · Jan 2026
Contract a designer early to establish a great design system, then arm Claude Code with Figma MCP
Lenny Rachitsky@lennysan · Mar 2026
The classic design process is dead. Here's what's replacing it.
On Jenny Wen, Design Lead at Claude
Mario Rodriguez@mariorod1 · Mar 2026
The Figma MCP server is now bidirectional.
Refero@bbssppllvv · Apr 2026
Agents make ugly UIs because they've never seen good design.
faydkr@faydkr · Oct 2026
Agents will pick the most generic option, not the right one
Edo Lunardi@edo_lunardi · Nov 2026
Most design systems die the same way: the design says one thing, the code says another
Public posts on X, linked to the original. Like counts as of November 9, 2026. Photos are public profile pictures. Company names and logos belong to their owners and show where each person works. They do not mean those companies endorse us.
Outcomes in your repo,
not another Figma file
With us
- We find the friction first (in your most important user journeys)
- It ships in your code (it lands in your repo, not a Figma file)
- Rules your AI agent follows (direction, components and context)
- No frozen roadmap (your stack and shipping speed don’t change)
Without us
- Months of design work before anything ships
- A Figma file someone still has to build
- AI-generated screens that drift from your product
- Handoffs that leave your agent guessing the rules
Questions
Frequently asked questions
Can’t find what you’re looking for? Submit a flow and ask us on your call.
The user flow you want analyzed (for example sign-up, onboarding or checkout), a link to your app or site, and anything you already suspect is going wrong. A few sentences is enough.
We analyze the flow, looking for where users hesitate, drop off or get confused. You then book a call, and we present the analysis and what we would fix first.
A focused engagement where we find friction across your most important product journeys, redesign the flows that matter, and ship the result into your code.
No. Your stack, your tools and your shipping speed don’t change at all. We work inside your repo and your existing workflow.
We give them the design direction, reusable components and context they need to build great interfaces without starting from scratch, so every new feature follows the same rules.
Redesigned core flows that already live in your code, plus a design system your AI agents build upon, so the product stays consistent as you keep shipping.
We write the code and it lands in your repo, so there is no Figma file left for someone to build. And AI alone can’t supply the taste: top clients notice, and won’t pay for, vibe-coded apps.
Flow analysis
Get one of your flows analyzed
and see where users get stuck.
Tell us which user flow matters most. We’ll analyze it, then present what we found on a call.
Step 1: Submit a flow
Sign-up, onboarding, checkout, any flow that matters. It takes a couple of minutes.
Step 2: We analyze it
We look for friction: where users hesitate, drop off or get confused.
Step 3: We present the findings
Book a call and we’ll walk you through the analysis and what to fix first.