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Tools like Cursor and Copilot let founders build at lightspeed—but they generate hidden technical debt. VibeMass uses a 5-agent AI swarm to scan your GitHub repo in 60s, catch vulnerabilities, and translate them into Business Risk Cards.
Hey Product Hunt! 👋 I’m Sertaç, one of the creators of VibeMass.
A few weeks ago, a good friend of mine used AI to build a fully functional web app over a weekend. He was incredibly proud and felt like he had superpowers. But when I looked under the hood of his project, I saw the terrifying reality: hardcoded API keys, N+1 database queries everywhere, and massive 1,600-line React components that would be impossible to maintain.
I realized that "vibe coding" is amazing for speed, but it comes with a hidden tax: technical debt that compounds faster than a single developer can track.
So we built VibeMass to be the ultimate safety net for founders. Instead of forcing you to learn complex enterprise CI/CD pipelines or decode cryptic security alerts (CVE-2023-XXXX), VibeMass does something different:
1️⃣ One-Click Scanning: Connect GitHub, pick a repo, and our 5-agent AI swarm scans it in ~60 seconds.
2️⃣ Business Risk Cards: We don't just find vulnerabilities; we translate them into plain English and dollar amounts (e.g., "This unindexed query will cost you $2,000/mo in hosting as you scale").
3️⃣ AI Fix Prompts: For every issue, we generate the exact prompt you need to paste back into Cursor or Copilot to fix it instantly. 🔒 Zero-Retention Security: We never copy or store your code. The moment the 60-second scan finishes, the sandboxed environment is completely destroyed. Your IP remains yours.
Pricing: We have a generous Free tier (1 scan/mo), an Indie plan ($19/mo for 5 scans), and a Founder Pro plan ($49/mo for 10 scans + private repos).
If you are building products with AI, we’d love for you to run your repo through VibeMass today. Let us know what you think, how accurate the Aura Score feels, and how we can make the AI fix prompts even better.
I’ll be hanging out in the comments all day to answer your questions! 🚀
(P.S. In the demo video above, we scan a standard Todo-list app generated entirely by Lovable. Notice how it immediately flags critical technical debt and scores a 35 on the Aura scale!)
About Health Insurance for the Vibe Coding Era on Product Hunt
Health Insurance for the Vibe Coding Era was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #131 on the daily leaderboard. Tools like Cursor and Copilot let founders build at lightspeed—but they generate hidden technical debt. VibeMass uses a 5-agent AI swarm to scan your GitHub repo in 60s, catch vulnerabilities, and translate them into Business Risk Cards.
On the analytics side, Health Insurance for the Vibe Coding Era competes within SaaS, Developer Tools, Artificial Intelligence and Vercel Day — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how Health Insurance for the Vibe Coding Era performed against the three products that launched closest to it on the same day.
Who hunted Health Insurance for the Vibe Coding Era?
Health Insurance for the Vibe Coding Era was hunted by vibemass hq. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Health Insurance for the Vibe Coding Era including community comment highlights and product details, visit the product overview.
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