Vibe-coded your repo? Drift finds the architecture problems
Quality control layer for AI-generated Python code. Detects structural erosion across files that passes linters, type checkers, and tests — pattern fragmentation, architecture violations, and near-duplicate code. Agent-native (MCP), 24 signals, 97% precision, no LLM.
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.
Vibe-coded your repo? Drift finds the architecture problems still has work before launch. Worth fixing first: missing several security headers, incomplete legal pages, and no robots.txt or sitemap.
Launched on Hacker News on April 7, 2026. The site is hosted on GitHub Pages and served through Fastly. The crawl picked up 5 technologies on this site, covering CDN, hosting, meta-frameworks, and package cdn. The stack includes MkDocs, Fastly, and GitHub Pages.
For context, it's a rare MkDocs sighting, just 32 in our data.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (5)
| CDN |
Fastly
(2)
|
| Hosting |
GitHub Pages
(2)
|
| Security | HSTS (2) |
Infrastructure
Email Security
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI copy signals | +5 |
| AI onboarding signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI code-structure 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.