Output.ai
AI development at the speed of conversation. Prompts, evals, tracing, cost tracking, security, and durable execution — one open-source TypeScript framework instead of a dozen SaaS subscriptions.
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 10 April 2026; the live site may have changed since.
Output.ai covers some of the launch checklist, with a thorough launch checklist and well-configured email security. Worth fixing first: missing Permissions-Policy and Content-Security-Policy, incomplete legal pages, and no sitemap.
Launched on Hacker News on April 7, 2026. The site is hosted on Render and served through Cloudflare, with a domain registered in 2017. Our crawler found 12 technologies on this site, covering ai api, analytics, backend framework, and CDN. The stack includes Tailwind CSS, Anthropic, and Cloudflare.
It's also running the same core stack as 457 other launches and tighter on security headers than most Hacker News launches.
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Tech Stack (12)
| CDN |
Cloudflare
(3)
|
| DNS |
Cloudflare DNS
|
| Hosting |
Render
(2)
|
| Security | HSTS (2) |
| Business email |
Google Workspace
(3)
|
| CSS framework |
Tailwind CSS
|
| Developer tools |
Vite
|
| UI library |
shadcn/ui
|
| Analytics |
Google Analytics
(2)
|
| SEO |
Google Search Console
|
| AI API |
Anthropic
|
| Backend framework |
Rails
|
Infrastructure
Email Security
Storage (1)
| Name | Lifetime | Detected as |
|---|---|---|
| XSRF-TOKEN | session | - |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI CSS signals | +10 |
| AI onboarding 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.