Artificial Intelligence01
Temps
-- : -- : ---- / -- / ----
Days Passed
--- // 365
Insights on AI-driven design, UX strategy, and digital innovation from the Wolke team.
AI coding agents now read design systems the way people do. That changes what a good system has to hold: meaning, not just appearance.
For most of the last decade, a design system was a library of visual parts: buttons, cards and colour swatches, documented for people. That audience is changing. Coding agents now read the same tokens and components that designers and engineers do, and they can only use what is written down.
So the system has to carry meaning, not only appearance. A token named color-orange-500 tells an agent what something looks like. A token named color-action-primary tells it when to use it. Semantic tokens, typed component APIs and documented usage rules turn a style guide into a contract that people and machines can both follow.
It's time to redefine user experience.
Stay ahead of the pack.
Accessibility has usually been a late audit, run after the screens are built. AI-assisted tooling can move it earlier. Linters and vision models can flag missing labels, weak contrast and broken focus order while a component is still being written.
They flag; they do not decide. A model can suggest an ARIA attribute, but only testing with real assistive technology confirms the experience works. The system's job is to make the accessible choice the default one, so fewer issues reach review in the first place.
Agents can already assemble interface code from a short description. What they produce is only as consistent as the rules they are given. Without clear spacing scales, layout primitives and component boundaries, generated code drifts, and every screen becomes a slightly different reading of the brand.
The fix is not more components. It is firmer constraints: fewer tokens with clearer names, composition rules written down, and automated checks that reject work that breaks them.
The design system is becoming the interface between intent and output. Teams that invest in its structure now will get consistent results from AI tooling. Teams that don't will spend that time correcting drift. We design around real boundaries, and in an AI-assisted workflow, the design system is where those boundaries live.
2 Min Read
What neuromorphic hardware borrows from biology, where the brain analogy holds for neural networks, and where it breaks.
2 Min Read
How ScrollTrigger, deliberate pinning and transform-only animation keep scroll-driven stories smooth, readable and accessible.
2 Min Read
Minimalism is not an absence of style. It is the discipline of removing everything that doesn't help people understand what you do.
