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April 1, 2026

Vibe Coding & Unit Calculator

Case study

We recently rebuilt our unit economics calculator, and turned it into a small R&D experiment.

Instead of going through a full development cycle, we used AI as a development assistant. The first working code appeared in 26 seconds, and the final production-ready version was done within a single working day.

In the case study, we break down how this workflow works in practice: starting from a clear Figma structure, iterating with AI, and turning a complex formula into a simple, interactive tool.

It’s a good example of how AI doesn’t replace thinking, but dramatically speeds up execution when the scope is clear. Read the full case on our website. 

Alexander,
Project Manager,
will shape the project scope
Let’s talk about your business goals

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