Launching today

Health Insurance for the Vibe Coding Era

Launching today

An AI agent swarm that audits technical debt in 60s

6 followers

An AI agent swarm that audits technical debt in 60s

6 followers

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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.

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Launch tags:SaaS•Developer Tools•Artificial Intelligence

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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!)

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2d ago

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1d ago

What is your biggest fear when deploying AI-generated code?

Hey everyone! We are launching VibeMass soon. Like many of you, we love "vibe coding" with tools like Cursor, Lovable, Bolt, and v0. It s incredibly fast. But recently, we realized it was generating massive amounts of hidden technical debt (N+1 queries, hardcoded keys, monolithic files) that we couldn't keep track of.

We built VibeMass as a 5-agent LangGraph swarm to catch these bugs and translate them into Business Risk Cards. Best of all, it generates "Magic Prompts" for every bug, you just click copy, paste it back into Cursor/Bolt, and the AI fixes its own mistake instantly.

Before we launch, I'm curious: When you build an app entirely with AI, what is the #1 thing you are most terrified will break when you push to production? Security? Performance? Scalability? Let me know below!

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