At Vapi, customer obsession is a core value. For Andrii Mazur, a product designer on the team, inspiration can strike at any moment, sometimes in the middle of a conversation with a customer. Instead of waiting days or weeks, Andrii turns to Magic Patterns the moment a new need or feature idea emerges.
This rapid ideation and prototyping loop means feedback is immediate, misunderstandings are minimized, and Vapi’s product moves forward with clarity and momentum. Magic Patterns has enabled a dramatic shift: what was once a lengthy cycle of mockups, approvals, and revisions has become a seamless, collaborative process where ideas are validated and iterated within hours. For Vapi, this means they can consistently deliver the right features, faster than ever before.
After customer validation, Andrii exports to Figma for final design polish, then hands off to engineering. What used to take weeks now happens in hours.
“Magic Patterns shifts the old design process - ideation used to take a lot of time because you would have to draw everything out through weeks of design sprints just to get the idea out.”
Andrii can test five different approaches in the time it used to take to sketch one.
Andrii has tried other AI design tools. Most generate components that look off or use patterns that don't exist in real products. Andrii notes that the components are well structured and they have logic behind them. Other AI tools sometimes generate random components and use patterns that don't exist anywhere else, but Magic Patterns follows best practices because it integrates with Vapi's existing component library.
The Magic Patterns canvas takes this further. Andrii designs a complete multi-page flow, shares a link, and team members fork it to explore their own variations. PMs that work with Andrii like Jimmy Chan build their ideas too:
“Magic Patterns lets me go from a customer call to a beautiful, high-fidelity prototype in just hours. This is the future of product building. And the feedback loop you get is so fast.”
Engineers can judge technical constraints. Everyone works from the same foundation, but nobody's blocked waiting for the designer. Andrii can focus on refinement instead of being a bottleneck.
Recently, Andrii prototyped a filter component with keyboard shortcuts similar to Linear. The prototype went straight to the engineering backlog. Vapi is now building it exactly as designed, shortcuts included. The prototype became the spec.
“Magic Patterns has fundamentally changed how we ship product at Vapi. Our design-to-development cycle is way faster. We can validate ideas with customers before writing a single line of code, which means we're building the right things, not just building things right.”
The AI design tool market is crowded. Most tools optimize for speed or quality, but not both. Magic Patterns delivers both because it doesn't compromise on design patterns.
Andrii recommends it to anyone building product. A PM can take their PRD, generate a functional web application, and show it to their customers. No more “that's not what I meant” conversations. They're looking at the same thing, discussing refinements instead of translations. And still deeply customer obsessed.
