Leveraging AI to speed up UI documentation in Storybook
The silent debt of undocumented components sooner or later occurs in many development projects. What begins as a few simple UI elements inevitably grows into a complex ecosystem of specialized components, each with their own variants, states, and quirks. Without proper documentation, even the most elegant component library becomes a labyrinth that team members must navigate through tribal knowledge and scattered comments.
However, the tedious work of documenting dozens of components - a task that would typically consume days or weeks of developer time - can be transformed into an efficient, semi-automated process using AI-assisted tooling. This is the story of how we at Open Self Service turned our documentation debt into a comprehensive component library in a fraction of the expected time, and we hope that it can help you as well in your own projects.







