Context-engine
Coding agents are given files and text tools, but code is a graph of symbols, contracts, dependencies, and usages. We need to fix the interface.
Estimated origin: United Kingdom
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 4 August 2026; the live site may have changed since.
Context-engine has the basics covered well, with complete legal pages and a complete set of security headers. Main gaps: no robots.txt or sitemap and incomplete email security.
Launched on Hacker News on August 4, 2026. The site is hosted on Render and served through Cloudflare, with a domain registered 3 weeks before launch. Our crawler found 13 technologies on this site, covering business email, ui library, baas, and CDN. The stack includes Next.js, React, and Cloudflare.
It's also one of just 24 launches we've crawled on this exact stack and more locked down than the typical Hacker News launch.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (13)
| CDN |
Cloudflare
|
| DNS |
Cloudflare DNS
|
| Hosting |
Render
|
| Protocol | HTTP/3 |
| Security | HSTS |
| Business email |
Gandi
|
Google Workspace
(2)
|
| BaaS |
Supabase
|
| Framework |
React
|
| Meta-framework |
Next.js
(3)
|
| UI library |
Lucide Icons
|
shadcn/ui
|
| SEO |
Google Search Console
|
Infrastructure
Email Security
Storage (0)
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 copy signals | +5 |
| AI onboarding signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI layout signals | +5 |
| Default scaffold favicon | +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.