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Unsloth Desktop

Unsloth is an open-source, no-code deskop UI for training and running open models on your local hardware.

AI

Added August 12, 2026 · Last analysed August 12, 2026 · via

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 12 August 2026; the live site may have changed since.

Unsloth Desktop ships with the launch fundamentals in place, with complete legal pages, a thorough launch checklist, and clean crawl signals. What needs work: no Permissions-Policy, tracking cookies set before any opt-in, and incomplete email security.

Launched on Product Hunt on August 12, 2026. The site is served through Cloudflare, with a domain registered in 2023. We've detected 13 technologies on this site, covering analytics, DNS providers, CDN, and developer tools. The stack includes Remix, Bluesky, and Cloudflare.

It's a rare Remix sighting, just 13 in our data and tighter on security headers than most Product Hunt launches.

If you own this site, refresh the snapshot and see the full fix list any time →

9.3
StackScope Score
Excellent
94/100 Launch Readiness
Launch ready
3/3* Legal
Complete*
2/2 Crawl files
Complete
Vibe Score 18 · Few AI signals
How much the site looks AI-generated. Informational pattern-match signal, not a verdict. Does not feed the StackScope Score. See which fingerprints fired →

Tech Stack (13)

Infrastructure
CDN Cloudflare
DNS Cloudflare DNS
Porkbun DNS
Security HSTS
Email
Email forwarding Porkbun Email Forwarding
Build & Framework
Developer tools Vite
JavaScript library React Router
Meta-framework Remix
Site builder Webstudio
UI library shadcn/ui
Analytics & Marketing
Analytics Cloudflare Web Analytics (2)
PostHog (4)
Social Bluesky

Infrastructure

Network
AS13335 · US
DNS
Cloudflare DNS
Authoritative nameserver
DNSSEC
Not enabled
DNS responses unsigned. Cache-poisoning vulnerable.
Green hosting
Green hosted
Host runs on renewable energy. Data from The Green Web Foundation.
SSL Certificate
Google Trust Services
Valid 30 Jun 2026 to 28 Sep 2026
Certificate as captured in this snapshot, not a live check.
Domain Age
2.7 years
Registered Nov 2023 · Porkbun LLC

Email Security

SPF ~all Soft-fail (~all). Common and accepted.
?
DKIM Not detected at common selectors. Your provider may use a custom one.
DMARC p=none None (p=none). Monitoring only.
?
MTA-STS Not deployed. Mail to your domain can be downgraded to plaintext en route.
?
TLS-RPT Not configured. You won't hear about silent SMTP TLS handshake failures.

Storage (6)

Cookies (1)
NameLifetimeDetected as
ph_phc_rWuUpA1NurNxDpAhTVoqkEQm9DZTTOoeWMegcF2YdNH_posthog 1y -
Local storage (1)
KeySizeDetected as
ph_phc_rWuUpA1NurNxDpAhTVoqkEQm9DZTTOoeWMegcF2YdNH_posthog 1 KB PostHog
Session storage (4)
KeySizeDetected as
ph_phc_rWuUpA1NurNxDpAhTVoqkEQm9DZTTOoeWMegcF2YdNH_posthog 90 B PostHog
ph_phc_rWuUpA1NurNxDpAhTVoqkEQm9DZTTOoeWMegcF2YdNH_primary_window_exists 4 B PostHog
ph_phc_rWuUpA1NurNxDpAhTVoqkEQm9DZTTOoeWMegcF2YdNH_session_registered_properties 74 B PostHog
ph_phc_rWuUpA1NurNxDpAhTVoqkEQm9DZTTOoeWMegcF2YdNH_window_id 38 B PostHog

Readiness Breakdown How?

Custom title and meta description
Open Graph tags (title, image, description)
Canonical URL declared
Responsive viewport meta tag
Favicon present
Semantic HTML (nav, main, article)
- Twitter card meta tags

Performance How?

186 ms Server response
71% Faster than peers
932 ms Largest contentful paint
0.00 Cumulative layout shift
2.1 MB Page weight
1.4 MB Image weight
6 Third-party domains
0 Console errors
0 Failed requests

27 images: 23 oversized, 27 without width/height, 14 missing alt text

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?

SignalPoints
AI copy signals +5
AI onboarding signals +5
AI palette signals +5
AI iconography signals +3

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.

AI Stance

No AI stance declared
llms.txt published
No AI bots blocked in robots.txt
? No directive declared
? None advertised

Well-Known Files

robots.txt
sitemap.xml (53 URLs)
security.txt
llms.txt
ads.txt
humans.txt
Privacy Policy
/privacy
Terms of Service
/terms
? Consent manager not detected
Analytics set tracking cookies on our visit, with no opt-in step.
92% unique

Security Headers (5/6)

Permissions-Policy experimental (check browser support)
X-XSS-Protection deprecated (use Content-Security-Policy)

Build

Code splitting
6 JS files
1 CSS files
6 Third-party domains

Brand Colours

Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.