Vinv — An AI swarm that refactors and optimises your code
Vinv runs, tests, and finds issues in your Python services with zero code changes, then verifies fixes — and ships as an MCP server for any AI coding agent. 100% local, Apache 2.0.
StackScope records what new websites are built with, the week they launch. Most we find ourselves, by watching public internet infrastructure for brand-new sites; the rest come from Product Hunt, Hacker News and PeerPush. We crawled this one for its tech stack and scored it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 22 August 2026; the live site may have changed since.
Every technology below links to its own page: which other new sites launched with it. Vendors and agencies watch those pages with Stackdar and hear about new adopters the week they ship, from £15 a month.
Vinv — An AI swarm that refactors and optimises your code is partway there, with a thorough launch checklist and clean crawl signals. Visible gaps: missing several security headers, incomplete legal pages, and tracking cookies set before any opt-in.
The site is served through Cloudflare, with a domain registered 9 weeks before launch. The crawl picked up 12 technologies on this site, covering analytics, CDN, developer tools, and directory. The stack includes Cloudflare, Cloudflare Bot Management, and Cloudflare DNS.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (12)
| CDN |
Cloudflare
new
(2)
|
| DNS |
Cloudflare DNS
|
| Protocol | HTTP/3 new |
| Security |
Cloudflare Bot Management
new
|
| Business email |
Google Workspace
(2)
|
| Developer tools |
Vite
|
| Font |
Google Fonts
|
| JavaScript library |
React Router
|
| Analytics |
Google Analytics
new
(4)
|
| SEO |
Google Search Console
|
| Tag management |
Google Tag Manager
new
(2)
|
| Directory |
Product Hunt
new
|
Infrastructure
Email Security
Storage (4)
| Name | Lifetime | Detected as |
|---|---|---|
| _ga | 1y | Google Analytics |
| _ga_7FE7PFM2C4 | 1y | Google Analytics |
| __cf_bm | < 1h | Cloudflare |
| Key | Size | Detected as |
|---|---|---|
| vinv-theme | 5 B | - |
Readiness Breakdown How?
Performance How?
⚠ 15 images: 1 oversized, 14 without width/height
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 palette signals | +5 |
| AI writing signals | +5 |
| AI typography signals | +15 |
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.