Two-step AI code workflow

This split creates two distinct winners, one for fast first drafts and one for finishing real software. Lovable, Bolt.new, and v0 are built to turn a plain English prompt into a working app fast, which is why they spread well among non engineers. Cursor and Codeium pick up once the project becomes a normal codebase that needs debugging, refactoring, and careful edits inside a familiar IDE.

• The handoff is concrete. Lovable lets users sync code to GitHub, Bolt.new lets users download the repo as a folder, and both flows let the project move into Cursor or Codeium for local editing, then back into source control or the browser app builder.
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• The products monetize different moments in the workflow. Lovable and Bolt.new meter usage through chats or tokens because generation is expensive and bursty. Cursor and Copilot can sell steadier seat subscriptions because developers use them continuously while reading, editing, and debugging existing code.
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• Vercel shows why this split will not stay purely horizontal. By bundling v0 with hosting, deployment, and its JavaScript stack, Vercel can capture the long tail of infrastructure spend after the prototype is built, while standalone generators risk being just the starting point.
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Over time the boundary will blur, but the market direction is clear. App generators will add more editing and collaboration, IDEs will add more autonomous building, and the biggest companies will be the ones that own the project from prompt to deployed production app, not just one step of the journey.