Build a Rollback Tool for Vibe-Coded Apps
11/15The Opportunity
AI coding tools break working features constantly. No simple snapshot/rollback exists for non-devs using Cursor or Lovable.
Original Signal
“I let Claude write my entire app and it worked great for two weeks. Then it refactored something and half the features broke. I have no way to go back to when it worked.”
Score Breakdown
11/15How urgently people need this solved and how willing they are to pay for it. Based on complaint frequency and spending signals across platforms.
How open the market is. A high score means few or no direct competitors, or existing solutions are overpriced and underdeliver.
How quickly a solo developer can ship an MVP. 5 = weekend project with standard tools. 1 = months of infrastructure work.
Existing Solutions
Git provides version control but doesn't understand which commit was 'working' vs which was 'broken by AI'; Vercel has deployment rollback but only for hosting, not code state with AI context.
Willingness to Pay
Developers pay $19–$49/mo for deployment tools with rollback; GitHub Copilot users on forums discuss needing better rollback specifically for AI-assisted development at $10–$30/mo price tolerance.
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