Feri Lab is a notable practitioner in the AI agent ecosystem, specifically at the application and services layer. They are an early example of a design studio moving beyond simple generative AI to incorporate 'agentic' workflows into their core delivery. By using Claude Code and Cursor to ship production pull requests, they are demonstrating how AI agents can bridge the historical divide between design and engineering.
They matter to the agent ecosystem because they are 'power users' who are active in the developer agent stack. Feri Lab creates custom skills for agents like Claude Code, effectively building a blueprint for how professional services can be augmented by autonomous tools. Their workflow shows how agents can turn a boutique design firm into a full-stack implementation partner, pushing the boundaries of what a single human operator can ship in a production environment.
Feri Lab is a design studio led by Feri Horvath, a designer with over a decade of experience in the startup ecosystem. Based in Budapest, the studio operates as an AI-native design laboratory, focusing on the specific needs of early-stage SaaS, crypto, and fintech companies. The core value proposition is the reduction of friction between a high-fidelity Figma mockup and the actual code running in a production repository. While traditional design studios stop at the pixel, Feri Lab extends its workflow into implementation, utilizing agentic developer tools to ship code directly.
The studio is an early adopter of the 'design-to-repo' model. Instead of handing over static assets, the workflow integrates tools like Claude Code and Cursor. These AI agents allow the studio to act as a bridge between the visual design process and front-end engineering. By writing custom skills for Claude Code and experimenting with AI-native workflows, the studio aims to solve the 'handoff' problem that typically slows down small startup teams. This approach allows a single designer to function as a full-stack product partner who can ship production-ready pull requests.
Feri Lab follows a subscription-based pricing model rather than traditional per-project billing. This structure is intended for ongoing collaboration where priorities shift frequently. Clients pay a flat monthly fee for either a 'Design' tier at $5,500 per month or a 'Design + Code' tier at $6,500 per month. Both tiers limit the workload to one active request at a time, ensuring a focus on velocity and craft. This model mirrors the 'Productized Service' trend but adds a layer of technical implementation that most creative agencies lack.
The studio's operational style is async-first, relying on tools like Slack, Linear, and Loom to manage feedback and project updates. This minimizes the need for meetings and aligns with the remote, high-speed nature of modern startups. The 'Design + Code' tier specifically promises deliverables that include not just design systems and landing pages, but also coding these elements and shipping them as PRs. This hybrid role is particularly valuable for founders who need to iterate on user experience without diverting their core engineering resources to UI polish.
The technical stack used by Feri Lab is a mix of industry standards and emerging AI technologies. Design occurs in Figma, but the transition to code is where the agentic approach is most visible. By employing Large Language Models (LLMs) and specialized coding agents, the studio can translate UI patterns into functional components with high efficiency. This isn't just about using AI for generation; it's about the designer acting as an operator for agents that can handle the boilerplate and implementation details of a repository.
This workflow reflects a broader shift in the agency world. As AI agents become more capable at handling specific development tasks, the bottleneck shifts from technical execution to product thinking and taste. Feri Lab focuses on that intersection, acting as a 'thinking partner' that can interpret vague feature requests and deliver finished code. The studio has worked with a range of technical clients, including Grafbase and KeyFi, where they handle everything from branding and design systems to the CLI and dashboard interfaces.
Full-stack design service that moves from Figma designs to production-ready pull requests using AI agents.
Feri Lab is hiring.