Northwoodsystems
The definitive ranked board for open-weight AI models — all 21, graded on six axes, filtered by hardware tier, category, and license. Updated June 2026.
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 24 June 2026; the live site may have changed since.
Northwoodsystems scores well across the board, with complete legal pages, a thorough launch checklist, and clean crawl signals. Main gaps: no Strict-Transport-Security and no email security records.
Launched on Hacker News on June 24, 2026. The site is hosted on Cloudflare in the United States, with a domain registered 2 weeks before launch. We've detected 7 technologies on this site, covering CDN, DNS providers, business email, and transactional email. The stack includes Next.js, React, and Cloudflare.
It's on one of the most common stacks we track, shared by 539 launches and more locked down than the typical Hacker News launch.
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Tech Stack (7)
| CDN |
Cloudflare
|
| DNS |
Cloudflare DNS
|
| Business email |
Google Workspace
|
| Transactional email |
Resend
|
| SEO |
Google Search Console
|
Infrastructure
Email Security
Storage (0)
Readiness Breakdown How?
Performance How?
⚠ 18 images: 10 oversized, 17 without width/height, 1 missing alt text
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 |
|---|---|
| AI CSS signals | +10 |
| AI onboarding 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.