CodeFluency
Learn to read, debug, and write code through structured practice. CodeFluency uses prediction-first learning to build programming fluency, starting with Python.
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 13 April 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.
CodeFluency ships with the launch fundamentals in place, with complete legal pages, a complete set of security headers, and a thorough launch checklist. Worth fixing first: incomplete email security.
Launched on Product Hunt on April 1, 2026. The site is hosted on Railway and served through Cloudflare. We've detected 13 technologies on this site, covering analytics, backend framework, CDN, and developer tools. The stack includes htmx, Cloudflare, and Cloudflare DNS.
It's on a stack we've seen on only 8 launches and tighter on security headers than most Product Hunt launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (13)
| CDN |
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| DNS |
|
| Hosting |
|
| Protocol | HTTP/3 (2) |
| Security | HSTS (2) |
| Business email |
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| Transactional email |
|
| Analytics |
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| SEO |
|
| Backend framework |
|
Infrastructure
Email Security
Storage (1)
| Name | Lifetime | Detected as |
|---|---|---|
| csrftoken | 12mo | - |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI onboarding signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI CSS 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.
