Launching today
Visdiff
Stop bridging the design-to-code gap, close it
112 followers
Stop bridging the design-to-code gap, close it
112 followers
AI coding tools generate frontends that look close, but never match the design. You end up spending hours fixing spacing, fonts, colors, and layout. Design-to-code plugins generate rigid code. Visual regression tools catch problems but don't fix them. Visdiff closes the loop: paste your Figma link, and AI agents generate, verify, and fix the code against your design reference until it actually matches. No more "close enough." What you designed is what gets shipped.
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Visdiff
@anusuya_bhuyan Since it's the same Figma URL, you just hit refresh: VisDiff pulls the latest design, diffs it against your current code, and only updates what changed, so no need to start over.
We're also exploring auto-detection of Figma changes so it can trigger automatically. Would that be useful in your workflow?
What happens with responsive? Figma designs are usually at one breakpoint. Does VisDiff only match that specific size, or does it do anything to make sure the output doesn't fall apart at other screen widths?
@hamza_ifleh Good question, there are two parts to this. First, even with a single mockup, VisDiff generates responsive output by default. So if your design is a desktop frame, the implementation won't break on mobile out of the box.
Second, we're actively building multi-breakpoint support. You'll be able to link each Figma frame to a specific screen size (desktop, tablet, mobile) and VisDiff will match all of them simultaneously. Your 1440px frame, your 768px frame, and your 375px frame each converge to pixel-perfect, and the in-between sizes get handled cleanly. Design at the breakpoints you care about, we fill the gaps.
good job guys, can you use the product to update existing frontends ?
@mohamed_zaidi Thanks! And yes, that's actually the main use case. VisDiff isn't about generating code from scratch. It takes your existing frontend and gets it to match a new or updated design. You point it at your running app, point it at the design, and it figures out exactly what needs to change.
We ground the process in both your design and your codebase at the same time. So instead of you manually keeping two sources of truth in sync, VisDiff handles that alignment for you.
@bengeekly Hey, thanks!
Most design-to-code tools give you a first pass and leave you to fix the rest manually. We do the fixing part too. VisDiff generates the code, then screenshots what it built, compares it to the Figma, and keeps iterating until it actually matches. You can finally get production ready output instead of a rough starting point.
From there you can take the code directly or use our MCP server to plug it into your existing codebase.
Target is both developers and agencies. We come from an agency background and built this for ourselves first. Individual devs shipping UI from Figma have the same pain, just at a different scale. Designers aren't the primary user today, but the direction we're heading is making it possible for designers to push changes without waiting on a developer at all.
Congrats on the launch! When you say it integrates with existing codebases through MCP, what does that look like in practice?
Visdiff
@achraf_el_ghazi Thanks!
So the way it works is pretty simple, through MCP, Visdiff connects directly to your coding environment. Think of it as a bridge between your Figma design and your IDE.
In practice: you're working in your codebase as usual, you paste your Figma link, and Visdiff generates the code within your project structure using your existing components, your design system, your styling setup. Then it screenshots the rendered output, compares it to the Figma design, and keeps adjusting until it matches.
So you're not getting generic code dumped into a new project, it's writing code that fits into what you already have.
I’ve run into this a lot working on frontend projects. The generation part is fast, but getting things pixel perfect still takes time. Curious to see how well this performs in real-world use.
@iimedr We've been using VisDiff on real client work at our agency for a while now, and design changes that used to take hours of back-and-forth are down to minutes. In the demo video of this announcement, the design was implemented autonomously in less than 3 minutes. We'd love for you to try it and see for yourself.