In the last two years, many things have changed. AI agents help turn a design into working HTML and CSS in days instead of weeks. The same agents operate inside the actual codebase. They read the existing context and produce code that integrates directly into the product’s repository, matching the structure already there.
Of course, none of this turns a designer into a developer. What AI does is expand what a designer can verify on their own before engineering commits time to a feature. It frees the developer from the stream of late-stage adjustments, leaving their hours for the problems only engineering can solve.
This shift made a different workflow possible, and we built ours around it.
At Monoface™, we restructured our design processes to impact the whole production cycle. Instead of a static mockup, the design team ships a running interface. Components arrive with props defined, states wired, and interactions behaving exactly as they will behave in production. Developers pull the branch and integrate the components directly, running them locally at the start of their sprint.
Our pipeline produces something usable every week, by integrating Solutions into the workflow:
(1)
UX Simulation
Before the product has a visual language of its own, the fastest way to test an idea is on a brand-agnostic UI.
Monoface’s component set plays the role of a placeholder so the interaction can be built in the real runtime environment, web or native, without investing in visual appearance yet. What arrives is a working prototype of the user skeleton: what users do, in what order, and under what conditions.
(2)
Visual Language
When the product is serious about its design language, a short session will help define how the interface fits the brand. Existing libraries cover the defaults (buttons, inputs, switchers), so the session focuses on what differentiates the product.
(3)
UI Room
The product’s design system, in code. Tokens, color system, components, and component groups. Interactive and configurable, so each element can be placed into the scenarios it needs to survive. Bundled with usage recommendations, code snippets, and links to the product’s actual source.
(4)
UI Prototypes
Components, rules, and visual language come together into screens extremely close to the shipping product. The interactive pages or native screens that engineering picks up as the specification.
These modules then expand and adjust, keeping the product’s design environment alive and aligned with production.
→ Read more in Solutions
What gets approved in the UI Room is what engineering adapts. No reinterpretation step between the two. The UI Room replaces the Figma file with a GitHub repository. Components live in the product’s framework, with tokens mapped to the product’s tokens and versioned across branches.
Founders open the UI Room preview to evaluate direction. Engineers pull components into production branches without having to translate between environments. Designers configure and iterate in the same repository rather than a separate design tool. The transfer of artifacts happens continuously, not in a single hand-off event. This is a structural change in how quality assurance happens.
Because the work happens within the product’s framework, the design cycle compresses into a self-contained loop with its own cadence, independent of engineering’s sprint calendar.
Designers iterate on specific flows in short cycles, make small adjustments to the AI model, and keep developers from being bombarded with “6px left” requests. The recurring loop is what makes the rest of the economics possible.
(*)
What this does not solve
This workflow doesn’t remove all friction. A designer’s first version of a component won’t always have the structure a senior developer would give it, and refactors still happen — just earlier, and in much smaller increments. Real data behavior still needs engineering time that design and prototyping can’t compress. Those limits are real.
But it does what it was built to do: design stops being a bottleneck before development starts. What the design team approves is what the product ships, without the usual translation step in between.
We configure and run this workflow with every client.
Established on Jan 21, 2026