MyPyMentor
A hands-on Python course with challenges, projects, and community — guided by Py, an AI tutor that remembers you. Free to start, no card needed.
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 8 July 2026; the live site may have changed since.
MyPyMentor 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 July 8, 2026. The site is hosted on Vercel, with a domain registered 3 months before launch. The crawl picked up 12 technologies on this site, covering baas, CSS frameworks, transactional email, and error tracking. The stack includes Next.js, React, and Tailwind CSS.
For context, it's running the same core stack as 9,813 other launches and tighter on security headers than most Product Hunt launches.
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Tech Stack (12) · Indie stack
| Transactional email |
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| BaaS |
|
| CSS framework |
|
| Framework |
|
| Meta-framework |
|
| UI library |
|
| SEO |
|
| Tag management |
|
| Payments |
|
| Error tracking |
|
Infrastructure
Email Security
Storage (1)
| Key | Size | Detected as |
|---|---|---|
| mypymentor-theme | 5 B | - |
Readiness Breakdown How?
Performance How?
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 CSS signals | +15 |
| AI copy signals | +5 |
| AI onboarding signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI iconography signals | +5 |
| AI stack signals | +10 |
| Implausible social-proof claim | +15 |
| 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.
