Build a vibe-code regression detector for non-dev builders
0/15The Opportunity
AI breaks working code during vibe coding. 104 replies, 519 likes. Every March 2026 guide cites regression as top pain. No product for non-devs.
Original Signal
“I added a new feature to my app last week and broke three things I'd already built, and I didn't even know until a user told me. I'm not a developer, I can't write tests, I just need something to catch this.”
Score Breakdown
0/15How 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
Playwright and Cypress are powerful test frameworks but require coding knowledge to set up — exactly what vibe coders don't have. Checkly does synthetic monitoring but is still a developer tool that assumes you know what endpoints to test.
Willingness to Pay
Non-dev builders with live products paying $20–$50/mo on hosting would pay another $20–$39/mo for automated regression detection that catches breakage without writing code.
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