# AI-assisted design-system rewrites are fast to generate but slow to refine

DevFeed: [AI-assisted design-system rewrites are fast to generate but slow to refine](<https://devfeed.tech/articles/beware-the-spaceships-37617.md>)

Original publisher: [Read original article](<https://swizec.com/blog/beware-the-spaceships>)

Author: hi@swizec.com (Swizec Teller)

Published: 2026-08-08T00:00:00Z

Content type: opinion

Language: en

Sources: [Swizec Teller](<https://devfeed.tech/sources/swizec-teller.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Claude](<https://devfeed.tech/topics/claude.md>), [Design system](<https://devfeed.tech/topics/design-system.md>), [stacked pull requests](<https://devfeed.tech/topics/stacked-pull-requests.md>), [Bootstrap](<https://devfeed.tech/topics/bootstrap.md>), [Tailwind CSS](<https://devfeed.tech/topics/tailwind.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [claude](<https://devfeed.tech/tags/claude.md>), [design-system](<https://devfeed.tech/tags/design-system.md>), [github](<https://devfeed.tech/tags/github.md>), [llms](<https://devfeed.tech/tags/llms.md>), [stacked-pull-requests](<https://devfeed.tech/tags/stacked-pull-requests.md>), [tailwind](<https://devfeed.tech/tags/tailwind.md>)

## AI overview

The author describes using AI and Claude to migrate a design system from Bootstrap to Tailwind, clean up HTML and JavaScript, and rewrite functional code. The article argues that LLMs handle mechanical translation well but struggle with conceptual design decisions and fine UI details, making cleanup substantially more time-consuming than code generation.

## Source excerpt

Spaceship first, cleanup second. Start with the ending then work your way back to something useful.