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Mosai Scanner
Find the security holes AI vibe coding tools leave behind.
Tools like Cursor and Lovable build the "Happy Path" beautifully, but the infrastructure underneath is often hollow. I audited 279 AI-built SaaS products and found 64% had critical leaks (like Stripe keys in public JS bundles). Mosai Scanner runs 78 passive checks in 60s to show the visible and hidden vulnerabilities your deploy is screaming to the internet. Stop delegating your valuation to probabilistic models. See what attackers see when they press F12.
I'm Eduardo, an IT infrastructure architect with 20 years of experience.
Recently, I did something obsessive: I audited 279 SaaS products built with AI tools. The result? 64% of them had high or critical security exposures. I'm talking about production Stripe and OpenAI keys dumped directly into public JavaScript bundles because of lazy NEXT_PUBLIC_ shortcuts.
AI tools are incredible for speed, but they build a fragile "Happy Path." Mosai Scanner is the reality check. It runs 78 passive checks in 60 seconds against any live domain to find what the AI left exposed. No code access required.
Drop your SaaS link below! I'll be hanging out here all day doing free 5-minute Loom teardowns showing exactly what an attacker sees when they press F12 on your site.
Let's harden your engineering.
About Mosai Scanner on Product Hunt
“Find the security holes AI vibe coding tools leave behind.”
Mosai Scanner was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #112 on the daily leaderboard. Tools like Cursor and Lovable build the "Happy Path" beautifully, but the infrastructure underneath is often hollow. I audited 279 AI-built SaaS products and found 64% had critical leaks (like Stripe keys in public JS bundles). Mosai Scanner runs 78 passive checks in 60s to show the visible and hidden vulnerabilities your deploy is screaming to the internet. Stop delegating your valuation to probabilistic models. See what attackers see when they press F12.
On the analytics side, Mosai Scanner competes within SaaS, Security and Vibe coding — topics that collectively have 44.7k followers on Product Hunt. The dashboard above tracks how Mosai Scanner performed against the three products that launched closest to it on the same day.
Who hunted Mosai Scanner?
Mosai Scanner was hunted by Eduardo Monteiro. 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 Mosai Scanner including community comment highlights and product details, visit the product overview.
Eduardo Monteiro
Hi.
I'm Eduardo, an IT infrastructure architect with 20 years of experience.
Recently, I did something obsessive: I audited 279 SaaS products built with AI tools. The result? 64% of them had high or critical security exposures. I'm talking about production Stripe and OpenAI keys dumped directly into public JavaScript bundles because of lazy NEXT_PUBLIC_ shortcuts.
AI tools are incredible for speed, but they build a fragile "Happy Path." Mosai Scanner is the reality check. It runs 78 passive checks in 60 seconds against any live domain to find what the AI left exposed. No code access required.
Drop your SaaS link below! I'll be hanging out here all day doing free 5-minute Loom teardowns showing exactly what an attacker sees when they press F12 on your site.
Let's harden your engineering.