Gloss over it
The agent's UI change looks fine in the pull request, so it ships.
WHAT IT COSTS
Users find the broken flow. Support tickets, churn, and a fix sprint you didn't plan.
THE DESIGN LOOP
Your engineers got faster. Your product didn't.
AI made writing code nearly free. Checking that each screen does what was asked didn't get any faster. That is where your team's time goes now.
90 seconds. It reads with the sound off.
WHERE THE TIME GOES
The code loop closes itself. The design loop waits for a person.
Write, test, fix: the verdict is objective, takes seconds and needs no screen, so an agent runs it alone, all night.
Draw, build, look, judge: is this what was asked for, and does it feel right? An agent cannot answer that alone.
ILLUSTRATIVE DIAGRAM · NOT PRODUCT UI
Every team copes in one of two ways. Both cost you.
Stall on it
Every UI change waits for design review: screenshots, threads, rounds.
WHAT IT COSTS
Design becomes the queue. The speed you bought with agents is spent waiting.
ILLUSTRATIVE DIAGRAM · NOT PRODUCT UI
THE AIRFRAME LOOP
Machines check every change against its design and requirement. People judge the rest, once.
A person reviews the design
Early, on the wireframes, before code: minutes, not a release.
The walk checks the product
It runs your real flows on a device and compares each screen to its design.
Requirements check the work
Each change is matched to the requirement it serves. Rules settle most; a model suggests the rest.
Run it by hand, or let an agent run all of it.
The whole loop is an interface. In the engagement we set review where your team wants it, product area by product area.
An agent
Any model, through MCP.
The CLI
End to end, unattended.
A person
In the app, when it matters.
Where a person steps in
PROOF
We did this on an app we'd never seen.
An open-source Android app, imported cold.
- Imported: its screens and flows read from the code.
- The walk found what was missing: no one to sign in as, nothing to start from. Fixed, then walked: 2 of 2 steps arrived.
- One real judgment call: a confusing screen, redesigned twice and built the same afternoon.
DESIGN LOOP ENGINEERING
We build the loop on your product. You keep it.
Two weeks · one product area · a clear decision at the end
Map
One product area: its requirements, flows and people, and the states they start in.
Engineer
Your app made walkable: real flows run automatically, on your devices.
Close the loop
Every run reports where app and design differ. People review only that.
Hand over
Your team and your agents run it. Extend it yourselves, or with us.
What you measure
Review rounds per UI change
Time from merged to 'the UI is right'
Differences found before users find them
Book a 30-minute scoping call
Bring one product area. We'll scope it on the call, or write to contact@airrostudio.com.
Want to try the loop yourself first? Airframe is free on your Mac.
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