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How I Use Windsurf for Fast Prototyping and Codex for Multi-file Cleanup

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At first AI coding felt magical.

Then my repo hit 40+ files.

Windsurf was still useful for:

  • rough structure
  • brainstorming
  • fast UI iteration

But Codex became much stronger when:

  • files started connecting together
  • refactoring affected multiple modules
  • cleanup became more important than prototyping

My workflow now is usually:

Windsurf -> rough prototype
Codex -> repo-wide cleanup/refactor
Manual testing -> rollback if needed

The larger the repo became, the more context management mattered.

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