In most product teams, interfaces are designed in static environments and implemented in completely different ones.

Between these environments, interface decisions are reinterpreted. This is where integrity is lost.

Traditional design describes appearance, but not behavior, constraints, or structure. By the time implementation begins, key aspects remain undefined.

An interface is not a visual layer, but a functional surface of the product. It should be evaluated in the same environment in which it will exist.

Work moves directly into executable states. Prototypes exist in the browser. Layout, logic, and constraints are resolved before handoff.

Development receives production-ready structures, not interpretive material.

Figma remains an effective tool for exploration and documentation. Evaluation does not happen there. What moves forward is already code.

Born from the shutdown of Mozilla’s Pocket — Folio, a read-it-later app, adjusted and reimagined with LIB

AI & web after the 2023 boom: exploring effective design frameworks to expand the boundaries of language models with Mavii Studios

Exploring the concept of safe and fully private interaction with LLMs in a native app that runs models locally, directly on the device, with Mozilla

Designing a clear and concise interface for Nilu — a mobile app that empowers experts to monetize their expertise through paid video responses, calls, and meetings — in collaboration with TGM Ventures

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