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Vibe Code Detector
Audit your AI-generated app for security flaws before launch
Vibe Code Detector is an evidence-backed security & code quality review engine for apps built with Cursor, Windsurf, v0 and Replit Agent. Scan snippets for free, or get a $5 full repository vulnerability audit with actionable coding-agent fix prompts. Does your code have a soul?
Hey Product Hunt,
I built Vibe Code Detector because I use tools like Cursor and v0 every day to write software fast, but I kept running into a common problem. These assistants generate UI and features quickly, but they frequently leave behind unhandled errors, exposed keys, messy code complexity, or OWASP security bugs.
Before putting an app in front of real paying users, you want to know the codebase will actually hold up.
Vibe Code Detector is a simple tool to check your project before launch.
Here is how it works:
1. Free snippet scan. Paste any code block to get instant static analysis feedback.
2. $5 full audit. Enter your GitHub repository URL for a complete security review.
3. Fix prompts. You get direct prompts to copy into Cursor, Windsurf, or Replit to fix whatever turned up.
4. One free rescan. Re-run your audit after applying fixes to verify your code passes before going live.
5. Code privacy. Code is evaluated in memory and discarded right away. We do not store your source code or use it for
training.
Try it out at vibecodedetector.com.
About Vibe Code Detector on Product Hunt
“Audit your AI-generated app for security flaws before launch”
Vibe Code Detector was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #156 on the daily leaderboard. Vibe Code Detector is an evidence-backed security & code quality review engine for apps built with Cursor, Windsurf, v0 and Replit Agent. Scan snippets for free, or get a $5 full repository vulnerability audit with actionable coding-agent fix prompts. Does your code have a soul?
On the analytics side, Vibe Code Detector competes within Web App, Developer Tools and Artificial Intelligence — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how Vibe Code Detector performed against the three products that launched closest to it on the same day.
Who hunted Vibe Code Detector?
Vibe Code Detector was hunted by Shapizi Fattal. 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 Vibe Code Detector including community comment highlights and product details, visit the product overview.
Shapizi Fattal