Opir
Opir is an open-source family of encoder guardrail models for real-time LLM safety, jailbreak detection, and fine-grained policy classification.
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 11 June 2026; the live site may have changed since.
Opir is partway there, with a complete set of security headers. Main gaps: incomplete legal pages, no robots.txt or sitemap, and no email security records.
Launched on Hacker News on June 10, 2026. The site is hosted on Amazon.com in the United States, with a domain registered 2 weeks before launch. The crawl picked up 4 technologies on this site, covering build tooling, DNS providers, security, and servers. The stack includes Vite, AWS Route 53, and HSTS.
For context, it's on one of the most common stacks we track, shared by 713 launches and more locked down than the typical Hacker News launch.
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Tech Stack (4)
| DNS |
AWS Route 53
|
| Security | HSTS |
| Server |
nginx
|
| Build tool |
Vite
|
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 palette 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.