Octopoda
Persistent memory for AI agents. Loop detection, audit trails, real-time 3D visualization. pip install octopoda. Free forever for solo devs.
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 15 May 2026; the live site may have changed since.
Octopoda looks production-ready overall, with a thorough launch checklist and clean crawl signals. Worth fixing first: missing several security headers, incomplete legal pages, and tracking cookies set before any opt-in.
Launched on PeerPush on May 15, 2026. The site is hosted on The Constant Company in the United States, with a domain registered 8 weeks before launch. We've detected 13 technologies on this site, covering transactional email, seo, AI builders, and analytics. The stack includes Amazon SES, GoDaddy DNS, and Google Analytics.
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Tech Stack (13)
| DNS |
GoDaddy DNS
|
| OS |
Ubuntu
|
| Server |
nginx
|
| Transactional email |
Amazon SES
|
Resend
|
| Developer tools |
Vite
|
| Font |
Google Fonts
|
| UI library |
shadcn/ui
|
| Analytics |
Google Analytics
(3)
|
| SEO |
Google Search Console
|
| Prerender.io |
| Error tracking |
Sentry
|
| AI builder |
Lovable
|
Infrastructure
Email Security
Storage (3)
| Name | Lifetime | Detected as |
|---|---|---|
| _ga | 1y | Google Analytics |
| _ga_5GSQZM3BLV | 1y | Google Analytics |
| Key | Size | Detected as |
|---|---|---|
| sentryReplaySession | 141 B | Sentry |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI copy signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI iconography signals | +3 |
| AI code-structure signals | +5 |
| Recognised AI builder signature | +100 |
| Round-number metric claim | +5 |
| 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.