Osler
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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 29 April 2026; the live site may have changed since.
Osler is missing several launch fundamentals. Main gaps: missing several security headers, incomplete legal pages, and no robots.txt or sitemap.
Launched on Product Hunt on April 29, 2026. The site is hosted on Google Cloud, with a domain registered in 2021. Our crawler found 9 technologies on this site, covering AI builders, backend framework, CSS frameworks, and developer tools. The stack includes Tailwind CSS, Express, and Google Cloud.
It's also on one of the most common stacks we track, shared by 601 launches.
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Tech Stack (9)
| Hosting |
|
| Protocol | HTTP/3 (2) |
| Security | HSTS (2) |
| CSS framework |
|
| Developer tools |
|
| Font |
|
| UI library |
|
| AI builder |
|
| Backend framework |
|
Infrastructure
Email Security
Storage (1)
| Name | Lifetime | Detected as |
|---|---|---|
| GAESA | 29d | - |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI CSS signals | +10 |
| AI onboarding signals | +5 |
| AI writing signals | +5 |
| Recognised AI builder signature | +100 |
| AI layout 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.
