How Machines Think
Before AI, there was logic. Before neural networks, there was mathematics. Discover the ideas and breakthroughs behind modern artificial intelligence. Click to read How Machines Think, a Substack publication. Launched 15 days ago.
Added August 11, 2026
· Last analysed August 11, 2026 · via 
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 11 August 2026; the live site may have changed since.
How Machines Think ships with the launch fundamentals in place, with complete legal pages, a thorough launch checklist, and well-configured email security. What needs work: missing several security headers.
Launched on Product Hunt on August 11, 2026. The site is served through Cloudflare, with a domain registered in 2010. Our crawler found 13 technologies on this site, covering security, ui library, analytics, and backend framework. The stack includes Amazon Web Services, Cloudflare, and Cloudflare Bot Management.
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Tech Stack (13) · Scale-up stack
| CDN |
Cloudflare
(2)
|
| Cloud |
Amazon Web Services
|
| Security |
Cloudflare Bot Management
|
| HSTS |
| Font |
Google Fonts
|
| JavaScript library |
React Router
|
| UI library |
Lucide Icons
|
shadcn/ui
|
| Analytics |
Google Analytics
|
| Publishing |
Substack
(5)
|
| SEO |
Norton Safe Web
|
| Error tracking |
Sentry
(2)
|
| Backend framework |
Express
|
Infrastructure
Email Security
Storage (13)
| Name | Lifetime | Detected as |
|---|---|---|
| ab_experiment_sampled | 1y | Substack |
| ab_testing_id | 1y | - |
| AWSALBTG | 7d | Amazon Web Services |
| AWSALBTGCORS | 7d | - |
| cf_clearance | 1y | Cloudflare |
| cookie_storage_key | 3mo | - |
| disable_experiments | session | Substack |
| disable_html_pixels | session | Substack |
| __cf_bm | < 1h | Cloudflare |
| Key | Size | Detected as |
|---|---|---|
| substack_ref | 2 B | Substack |
| substack_ref_url | 40 B | Substack |
| Key | Size | Detected as |
|---|---|---|
| substack_ref | 2 B | Substack |
| substack_ref_url | 40 B | Substack |
Readiness Breakdown How?
Performance How?
⚠ 9 images: 6 oversized, 4 without width/height, 5 missing alt text
Broken first-party requests (1), worth fixing
- 401 /api/v1/reporting/flows
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 |
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.