Deepeval
Although DeepEval is great as an AI quality validation suite — pytest assertions, regression gates, CI/CD failure tracking — that's only half the use case.
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 9 May 2026; the live site may have changed since.
Deepeval is largely in shape, with a thorough launch checklist, fast page loads, and clean crawl signals. Visible gaps: missing several security headers, incomplete legal pages, and tracking cookies set before any opt-in.
Launched on Hacker News on May 8, 2026. The site is hosted on Vercel, with a domain registered in 2023. The crawl picked up 13 technologies on this site, covering analytics, security, ai agent, and CSS frameworks. The stack includes Next.js, React, and Tailwind CSS.
For context, it's on one of the most common stacks we track, shared by 10,677 launches.
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Tech Stack (13) · Indie stack
| DNS |
Namecheap DNS
|
| Hosting |
Vercel
(2)
|
| Security |
Google reCAPTCHA
(2)
|
| HSTS (2) |
| CSS framework |
Tailwind CSS
|
| Framework |
React
|
| Meta-framework |
Next.js
(3)
|
| UI library |
shadcn/ui
|
| Analytics |
Google Analytics
(4)
|
Plausible
(2)
|
|
| SEO |
Google Search Console
|
| Tag management |
Google Tag Manager
|
| AI agent |
Kapa.ai
|
Infrastructure
Email Security
Storage (3)
| Name | Lifetime | Detected as |
|---|---|---|
| _ga | 1y | Google Analytics |
| _ga_N2EGDDYG9M | 1y | Google Analytics |
| Key | Size | Detected as |
|---|---|---|
| gh-stars:confident-ai/deepeval | 34 B | - |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| Placeholder branding | +10 |
| AI copy signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI iconography signals | +3 |
| AI stack 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.