Cerberus
See Cerberus in action — the first AI hacker with mathematically proven safety. Book a live demo or start with Professional at $999/year.
Added April 17, 2026
· Last analysed April 17, 2026 · via 
· 78% unique tagline
StackScope is a free public catalogue of indie launches. We find launches on Product Hunt, Hacker News and similar feeds, then crawl each site to detect its tech stack and score it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 17 April 2026; the live site may have changed since.
Cerberus is missing several launch fundamentals. What needs work: missing several security headers, incomplete legal pages, and no sitemap.
Launched on Product Hunt on April 17, 2026. The site is served through Cloudflare, with a domain registered in 2023. Our crawler found 8 technologies on this site, covering analytics, CDN, CSS frameworks, and DNS providers. The stack includes Next.js, React, and Tailwind CSS.
It's also running the same core stack as 3,884 other launches.
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Tech Stack (8)
| CDN |
Cloudflare
(3)
|
| DNS |
GoDaddy DNS
|
| CSS framework |
Tailwind CSS
|
| Framework |
React
|
| Meta-framework |
Next.js
(4)
|
| UI library |
shadcn/ui
|
| Analytics |
Google Analytics
(3)
|
| Tag management |
Google Tag Manager
|
Infrastructure
Email Security
Storage (1)
| Name | Lifetime | Detected as |
|---|---|---|
| NEXT_LOCALE | 12mo | Next.js |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI CSS signals | +10 |
| AI onboarding signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI stack signals | +10 |
| AI layout signals | +5 |
This score is based on structural patterns and is not definitive. Many legitimate sites may trigger signals, and AI-built sites may go undetected. It should be treated as an indicator, not a verdict.