Storybook Workbench: audit vibe-coded UIs and find hidden bugs in hours—Martian Chronicles, Evil Martians’ team blog
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Evil Martians built Storybook Workbench, a set of agent skills that turn Storybook into an audit layer for AI-generated UIs. It scans codebases to identify dead components, design-system drift, and hidden accessibility bugs. In a real-world test on a vibe-coded app, it uncovered 31 dead components and 6 accessibility bugs in hours rather than days. The tool outputs structured JSON reports rendered visually in Storybook, supports bi-directional Figma sync, and enables continuous re-auditing after changes. It targets designers, frontend engineers, and solo founders dealing with inherited AI-generated codebases.
Table of contents
Why we must audit vibe-coded app UIsWhy Storybook is the right audit surfaceA look inside Storybook WorkbenchThree Storybook Workbench use casesWhat you get from the auditTime to get a grip on your debt345 Impressions