The Gap We're Filling
Right now there are two types of AI tools:
Figma/Lovable/v0: Create designs from scratch. Can't touch your actual product.
Cursor: Requires repo access. 90% of product stakeholders don't have and shouldn't have it.
The massive gap: No AI can actually iterate on real products—understand your live app, analyze design context, and generate designs that match your product's language. PMs are stuck waiting days for designers to add simple components.
We're building the tool that finally lets non-technical product teams directly edit their live product's front-end. No repo access. No starting from scratch. Just: enter your URL, describe what you need, get production-ready designs.
Here’s a 2m demo video: https://www.loom.com/share/8a2101511cc64eff8382adebe20e4173
Why This Is Genuinely Hard
You're not building a typical SaaS app. You're building infrastructure that operates on live web applications—understanding design systems, safely manipulating DOM structure, and generating code that engineers actually want to implement.
This requires deep work across the entire stack: browser-based systems, real-time interaction, intelligent extraction and injection, framework-aware code generation, and rock-solid reliability.
The bar: Technical infrastructure so robust that non-technical users can safely work with production applications.
What You'll Do
In one sentence: Build the full stack systems that enable AI to work directly on live web applications.
Implement and maintain features across the full stack: frontend, backend, and infrastructure
Own systems end-to-end: architecture, implementation, deployment, and iteration
Build browser-based infrastructure for interacting with live web applications
Design intelligent extraction and code generation systems
Collaborate with the AI engineer to integrate capabilities into intuitive user experiences
Drive technical decisions about architecture, scalability, and reliability
Success in 6 months: Users can safely work with their production applications through our interface, and the code we generate is something engineers actually want to implement.
You're a great fit if:
You've built systems that were genuinely hard, not just feature work:
5+ years shipping full stack products with real users and real scale
Experience with complex systems—you've built infrastructure that operates on things you don't control, or developer tools that work with arbitrary codebases
Strong systems thinking—you know when abstractions break and can debug "this shouldn't be possible" problems
Product-minded engineering—you make good technical decisions, knowing when to prioritize speed and when to invest in foundations
Technical requirements:
Frontend: Strong experience with TypeScript and React—you understand modern web application architecture
Backend: Proficiency with Node.js, experience building APIs and backend systems
Full stack fluency: You can move across the entire stack and own features end-to-end
Cloud platforms: Production experience with AWS or GCP
Systems design: Understanding of scalability, performance trade-offs, and architecture decisions
Bonus points:
Experience with browser automation or developer tools
Built systems that analyze or generate code
Worked on platforms that integrate with third-party applications
Experience with real-time systems (WebSockets, streaming)
The Team
Christian (CEO) built design systems for 25M users and partnered with YC companies on product design. Emanuel (CTO) was a Principal Architect at AWS, leading high-stakes 0-1 product builds. We're teaming up at the exact moment code and design are converging—to build the AI product designer. We're looking for founding-caliber engineers ready to shape what’s next.
Why This Opportunity
This isn't typical full stack work. You're solving technical problems at the intersection of browser technology, AI, and design—building infrastructure that doesn't exist yet.
Small team means you own entire systems. The technical constraints force genuine innovation.
If we're right that by 2027 every product team needs an AI designer, you're building the foundational infrastructure from the ground floor.