Find & fix live vulnerabilities in Vibe Apps with 1-prompt.
Autonomous access control security for Vibe-coded apps. Our platform finds and fixes live vulnerabilities in your vibe-apps built on Replit, Lovable, Claude Code, Cursor, and other AI-coding tools. 1-prompt makes your app production-ready in minutes without requiring security expertise.
Over the last 18 months, I've found vibe-coders — including myself — opening Replit, Lovable, Cursor, Copilot, Claude Code (any of the various AI-coding tools) and within a few hours, they have something that looks and functions like a real product, with login, dashboards, payments, database records, admin screens, user roles, and the foundations for handling customer data.
And that's awesome because the app looks finished!
But that's when the serious builders ask:
"Is this actually safe to put on the internet?"
The Problem
Every app has permissions about who can do what. Customer X should only see X's own data, not someone else's. A normal user should not gain admin access. These permissions are also called access controls.
The problem is that even a small app will have thousands of access controls. Here is the simple math:
6 Roles x 10 Data x 100 Actions => 6,000+ access controls
These access controls live in three places: the app pages people click on, the API endpoints (where the app sends and gets data), and the database (where the data is stored). AI tools build apps fast. But they skip most of these checks in all three places. That is how data leaks and hacks happen.
The Solution: Perfai Security
Autonomous security for AI & vibe-coded Apps
You just paste your app's URL. No code needed. Then our AI agents do three things:
Vision Agent: Learns your app. It navigates through every page, API, and action, with every app role.
Security Agent: Tests every access control. It checks the pages, workflows, API endpoints, and the accessible database. It finds the doors that are open but should be locked.
Fix Agent: It tells your AI-coding tool (Replit, Lovable, Cursor, Claude Code, etc.) how to fix these vulnerabilities, and verifies the attack paths are patched.
It also keeps watching. Every time you update your app, a locked door can open by accident. We check again after each update, and tell you what broke before anyone else can find it.
And since all of this is done in minutes (relative to what would previously take dev teams weeks to accomplish), the entire loop can be run again with every new update.
Direct Benefits of using Perfai Security?
You save $100K+ in breach costs.
Find vulnerabilities no other tools cover.
Find live issues before users, attackers, or bug bounty hunters do.
Secure your apps against the excessively growing attack-surfaces.
Protect enterprise deals and funding rounds by showing what is being covered, continuously.
Reduce compliance and privacy risks.
Save $10K–$40K in manual testing time and effort by automating.
Prevent customer churn and reputation damage associated with logic issues.
Early Traction:
So far we have secured 4,000+ apps. We found and fixed 28,400+ vulnerabilities. We saved our customers $27.5M in bug bounties. And for our contributions to the overall security field, we have been awarded Innovator of the Year by CloudX.
Product Hunt Offer:
For the Product Hunt community, Perfai Security's Pro-plan is offered at 50% discountwith the discount code
Discount Code: PRODUCTHUNT50
You can start testing by pasting your app URL — no source-code access required — and getting your first vulnerability results within minutes.
Thanks for checking out Perfai Security.
Build fast. But don’t ship blind.
About Perfai Security on Product Hunt
“Find & fix live vulnerabilities in Vibe Apps with 1-prompt.”
Perfai Security launched on Product Hunt on July 9th, 2026 and earned 199 upvotes and 71 comments, earning #3 Product of the Day. Autonomous access control security for Vibe-coded apps. Our platform finds and fixes live vulnerabilities in your vibe-apps built on Replit, Lovable, Claude Code, Cursor, and other AI-coding tools. 1-prompt makes your app production-ready in minutes without requiring security expertise.
On the analytics side, Perfai Security competes within Developer Tools, Security and Vibe coding — topics that collectively have 518.7k followers on Product Hunt. The dashboard above tracks how Perfai Security performed against the three products that launched closest to it on the same day.
Who hunted Perfai Security?
Perfai Security was hunted by Rohan Chaubey. 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 Perfai Security including community comment highlights and product details, visit the product overview.
Rohan Chaubey
Hey Product Hunt! 👋 Qutub here from Perfai Security.
Over the last 18 months, I've found vibe-coders — including myself — opening Replit, Lovable, Cursor, Copilot, Claude Code (any of the various AI-coding tools) and within a few hours, they have something that looks and functions like a real product, with login, dashboards, payments, database records, admin screens, user roles, and the foundations for handling customer data.
And that's awesome because the app looks finished!
The Problem
Every app has permissions about who can do what. Customer X should only see X's own data, not someone else's. A normal user should not gain admin access. These permissions are also called access controls.
The problem is that even a small app will have thousands of access controls. Here is the simple math:
These access controls live in three places: the app pages people click on, the API endpoints (where the app sends and gets data), and the database (where the data is stored). AI tools build apps fast. But they skip most of these checks in all three places. That is how data leaks and hacks happen.
The Solution: Perfai Security
Autonomous security for AI & vibe-coded Apps
You just paste your app's URL. No code needed. Then our AI agents do three things:
It also keeps watching. Every time you update your app, a locked door can open by accident. We check again after each update, and tell you what broke before anyone else can find it.
And since all of this is done in minutes (relative to what would previously take dev teams weeks to accomplish), the entire loop can be run again with every new update.
Direct Benefits of using Perfai Security?
You save $100K+ in breach costs.
Find vulnerabilities no other tools cover.
Find live issues before users, attackers, or bug bounty hunters do.
Secure your apps against the excessively growing attack-surfaces.
Protect enterprise deals and funding rounds by showing what is being covered, continuously.
Reduce compliance and privacy risks.
Save $10K–$40K in manual testing time and effort by automating.
Prevent customer churn and reputation damage associated with logic issues.
Early Traction:
So far we have secured 4,000+ apps. We found and fixed 28,400+ vulnerabilities. We saved our customers $27.5M in bug bounties. And for our contributions to the overall security field, we have been awarded Innovator of the Year by CloudX.
Product Hunt Offer:
For the Product Hunt community, Perfai Security's Pro-plan is offered at 50% discount with the discount code
You can start testing by pasting your app URL — no source-code access required — and getting your first vulnerability results within minutes.
Thanks for checking out Perfai Security.
Build fast. But don’t ship blind.