Research
Interactive, animated, visual explainers of landmark AI & ML papers — attention & transformers, GPT-3, FlashAttention, Mixtral, Mamba, DeepSeek, and more.…
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 14 June 2026; the live site may have changed since.
Research is largely in shape, with a complete set of security headers, a thorough launch checklist, and clean crawl signals. Worth fixing first: incomplete legal pages and incomplete email security.
Launched on Hacker News on June 14, 2026. The site is hosted on Cloudflare in the United States, with a domain registered 8 weeks before launch. The crawl picked up 6 technologies on this site, covering analytics, build tooling, CDN, and web fonts. The stack includes Vite, Cloudflare, and Cloudflare Web Analytics.
For context, it's running the same core stack as 748 other launches and tighter on security headers than most Hacker News launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (6)
| CDN |
Cloudflare
|
| Protocol | HTTP/3 |
| Security | HSTS |
| Build tool |
Vite
|
| Font |
Google Fonts
|
| Analytics |
Cloudflare Web Analytics
|
Infrastructure
Email Security
Storage (0)
Readiness Breakdown How?
Performance How?
Indicative grade from a single automated render, not a substitute for Lighthouse or field data, and not part of the StackScope score.
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| Placeholder branding | +10 |
| AI onboarding signals | +5 |
| AI palette signals | +5 |
| AI writing 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.