TopDevs.ai
Discover and connect with top technology companies, software developers, and digital agencies.
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 28 July 2026; the live site may have changed since.
TopDevs.ai scores highly overall, with complete legal pages, a thorough launch checklist, and well-configured email security. Main gaps: missing Permissions-Policy and Content-Security-Policy and tracking cookies set before any opt-in.
Launched on Product Hunt on July 28, 2026. The site is served through Cloudflare, with a domain registered in 2025. The crawl picked up 18 technologies on this site, covering analytics, security, backend framework, and CDN. The stack includes Alpine.js, Tailwind CSS, and Cloudflare.
For context, it's on one of the most common stacks we track, shared by 139 launches and more locked down than the typical Product Hunt launch.
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Tech Stack (18)
| CDN |
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| DNS |
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| Protocol | HTTP/3 |
| Security |
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| HSTS |
| CSS framework |
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| Font |
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| Framework |
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| Package CDN |
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| Analytics |
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| SEO |
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| Tag management |
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| SaaS |
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| Backend framework |
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Infrastructure
Email Security
Storage (5)
| Name | Lifetime | Detected as |
|---|---|---|
| topdevsai_session | 1h | Laravel |
| XSRF-TOKEN | 2h | Laravel |
| _ga | 1y | Google Analytics |
| _ga_D0ZZDFTS0W | 1y | Google Analytics |
| Key | Size | Detected as |
|---|---|---|
| NRBA_SESSION::88c32aee | 311 B | New Relic |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI palette signals | +5 |
| AI writing signals | +3 |
| AI asset signals | +10 |
| Unfilled template placeholders | +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.
