DebugAI: Diagnose failed LLM outputs
DebugAI turns every LLM call into a ranked, reproducible diagnosis — eight deterministic signals, nine failure detectors, scored by confidence and shipped with a fix.
debugai-5lb2.onrender.com
· Added June 18, 2026
· Last analysed June 18, 2026 · via 
· 78% unique tagline
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 18 June 2026; the live site may have changed since.
DebugAI: Diagnose failed LLM outputs is early-stage. Visible gaps: missing Permissions-Policy and Strict-Transport-Security, incomplete legal pages, and no robots.txt or sitemap.
Launched on Product Hunt on June 18, 2026. The site is hosted on Render in the United States. We've detected 3 technologies on this site, covering CDN, hosting, and protocol. The stack includes Cloudflare, HTTP/3, and Render.
It's on one of the most common stacks we track, shared by 173 launches and more locked down than the typical Product Hunt launch.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (3)
| CDN |
Cloudflare
|
| Hosting |
Render
|
| Protocol | HTTP/3 |
Infrastructure
Email Security
Storage (0)
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI onboarding 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.