Neural Particle Automata

Self-organizing particle systems driven by neural networks, where particles move and change state to grow morphologies and form texture patterns.

Education

selforg-npa.github.io · Added June 23, 2026 · Last analysed June 23, 2026 · via Hacker News · 50% unique tagline

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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 23 June 2026; the live site may have changed since.

Neural Particle Automata still has work before launch. Worth fixing first: missing several security headers, incomplete legal pages, and no robots.txt or sitemap.

Launched on Hacker News on June 23, 2026. The site is hosted on Fastly in the United States. The crawl picked up 16 technologies on this site, covering javascript library, package cdn, analytics, and CDN. The stack includes Fastly, Font Awesome, and GitHub Pages.

For context, it's running the same core stack as 1,309 other launches.

If you own this site, refresh the snapshot and see the full fix list any time →

2.7

StackScope Score

Poor

76/100 Launch Readiness

Well prepared

1/6 Security Headers

Poor

0/3 Legal

Missing

0/2 Web Standards

Missing

77/100 Performance

Fast

Vibe Score 10 · Few AI signals

Informational pattern-match signal. Does not feed the StackScope Score. See which fingerprints fired →

Tech Stack (16)

Infrastructure

CDN	Fastly
Hosting	GitHub Pages
Security	HSTS

Build & Framework

Font	Google Fonts
Icon font	Font Awesome (2)
JavaScript library	jQuery (2)
	Knight Lab (2)
	MathJax
	PrismJS
	SwissGL
	TWGL.js
Package CDN	Google Hosted Libraries
Package CDN	jsDelivr (2)
Video	YouTube

Analytics & Marketing

Analytics	Google Analytics (4)
Tag management	Google Tag Manager medium

Infrastructure

Network

FASTLY - Fastly, Inc., US

AS54113 · US

DNSSEC

Not enabled

DNS responses unsigned. Cache-poisoning vulnerable.

SSL Certificate

Let's Encrypt

Valid 4 Jun 2026 to 2 Sep 2026

Certificate as captured in this snapshot, not a live check.

Email Security

✗

SPF Not published. Your domain can be spoofed in phishing emails.

DKIM Not detected at common selectors. Your provider may use a custom one.

✗

DMARC Not published. Receivers fall back to permissive defaults.

MTA-STS Not deployed. Mail to your domain can be downgraded to plaintext en route.

TLS-RPT Not configured. You won't hear about silent SMTP TLS handshake failures.

Storage (2)

Cookies (2)

Name	Lifetime	Detected as
_ga	1y	Google Analytics
_ga_744SZNNJM2	1y	Google Analytics

Readiness Breakdown How?

✓ Custom title and meta description

✓ Open Graph tags (title, image, description)

✓ Twitter card meta tags

✓ Responsive viewport meta tag

✓ Favicon present

⚠

Page title is 68 characters (advisory) Google only shows about 60 characters of the title in search results; aim for 50–60 to keep the whole thing visible.

- Canonical URL declared

- Semantic HTML (nav, main, article)

Performance How?

137 ms Server response

84% Faster than peers

528 ms Largest contentful paint

0.00 Cumulative layout shift

5.9 MB Page weight

1.8 MB Image weight

8 Third-party domains

0 Console errors

0 Failed requests

⚠ 8 images: 4 oversized, 1 without width/height, 8 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 palette signals	+5
AI code-structure 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.

AI Stance

No AI stance declared

✗ llms.txt published

✓ No AI bots blocked in robots.txt

Content-Signal

? No directive declared

Link headers

? None advertised

Well-Known Files

✗ robots.txt

✗ sitemap.xml

✗ security.txt

✗ llms.txt

✗ ads.txt

✗ humans.txt

Legal

? Privacy Policy not detected

? Terms of Service not detected

? Consent manager not detected

Analytics detected; tracking fires without visitor opt-in.

Detection works best on English language sites.

Security Headers (1/6)

✗

Referrer-Policy

✗

X-Frame-Options

✗

Permissions-Policy experimental (check browser support)

✗

X-Content-Type-Options

✗

Content-Security-Policy

✓

Strict-Transport-Security

–

X-XSS-Protection deprecated (use Content-Security-Policy)

Build

✓ Code splitting

14 JS files

11 CSS files

8 Third-party domains

Brand Colours

Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.