Your builders ship fast. Let's make sure it's solid.
Your members are building real apps with AI tools, often for the first time, and most have never had anyone review their work for security or reliability. ArgosX verifies member projects at community scale, so the same handful of mistakes stop repeating silently and become lessons instead.
The mistakes repeat because nobody's checking
Most members have no security background, and their AI builder won't tell them what it missed.
The open database
Default-public Supabase or Firebase rules let anyone read every user's data. It's the single most common mistake we see across AI-built apps, and it's invisible from the demo.
The leaked key
A service-role key or API token ships to the browser bundle, readable by anyone who opens dev tools, until someone finds it and drains the account.
The broken ownership check
Login works, so the app looks secure. But the check that says 'this record belongs to this user' is the one AI tools forget most often.
One scan per project, not one review per member
Bulk scans for your cohort
Run scans across your whole member list or graduating cohort at once, sponsored by your program instead of paid per-builder.
A shared leaderboard
Member results feed a public leaderboard, so shipping a clean app becomes something builders compete for, not just something they're told to do.
Findings become the lesson
Real, anonymized findings from real member apps make better teaching material than a hypothetical, because your builders recognize the mistake as their own.
Give your graduates something to show for it
A badge members can use
A clean scan becomes a shareable VibeScore badge for a member's portfolio or launch post, independent proof their app was checked, not just built.
Reputation for your program
A community known for shipping apps that hold up under scrutiny stands out from one that just teaches people to ship fast.
No security team required
You don't need to build a review process from scratch. Point members at ArgosX and the checking happens without your staff doing it by hand.
Give your builders a reason to ship it clean.
Tell us about your community and we'll set up scanning that fits your program.