Build a vibe coding regression detector for non-dev builders
12/15The Opportunity
AI breaks working code during vibe coding sessions. Non-devs cannot detect regressions or rollback. 104 replies, validated across VentureBeat and multiple guides.
Universal pain in exploding vibe coding market. No product for non-devs. Validated across multiple independent sources.
Original Signal
“I updated my Lovable app and now three things that were working before are broken. I have no way to know if I broke them or if Lovable changed something. There's no diff, no test, nothing.”
Score Breakdown
12/15How 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
Traditional regression testing requires coding skills most vibe coders don't have. Playwright and Cypress have visual testing but need a developer to set them up.
Willingness to Pay
Non-dev Lovable users would pay $19-29/month for automated regression checks that catch breakage before users do.
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