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Mljar Studio

MLJAR Studio is a private AI data lab for exploring data, running machine learning experiments, and building analysis tools. Runs locally with optional AI providers.

Poland Estimated origin: Poland

Added May 2, 2026 · Last analysed May 2, 2026 · via Hacker News

StackScope records what new websites are built with, the week they launch. Most we find ourselves, by watching public internet infrastructure for brand-new sites; the rest come from Product Hunt, Hacker News and PeerPush. We crawled this one for its tech stack and scored it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 2 May 2026; the live site may have changed since.

Every technology below links to its own page: which other new sites launched with it. Vendors and agencies watch those pages with Stackdar and hear about new adopters the week they ship, from £15 a month.

Mljar Studio has the basics covered well, with complete legal pages, a thorough launch checklist, and well-configured email security. Worth fixing first: missing Permissions-Policy and Content-Security-Policy and no robots.txt or sitemap.

Launched on Hacker News on May 2, 2026. The site is hosted on AWS S3 and served through AWS CloudFront, with a domain registered in 2016. Our crawler found 13 technologies on this site, covering business email, CDN, cloud, and CSS frameworks. The stack includes Next.js, React, and Tailwind CSS.

It's also running the same core stack as 121 other launches and tighter on security headers than most Hacker News launches.

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

6.9
StackScope Score
Good
100/100 Launch Readiness
Launch ready
3/3 Legal
Complete
0/2 Crawl files
Missing
Vibe Score 13 · 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) · Scale-up stack

Infrastructure
CDN AWS CloudFront (3)
Cloud Amazon Web Services (2)
DNS AWS Route 53
Hosting AWS S3 (2)
Protocol HTTP/3 (2)
Security HSTS (2)
Email
Business email Google Workspace
OVH Email (2)
Transactional email Amazon SES
Build & Framework
CSS framework Tailwind CSS
Framework React
Meta-framework Next.js
Analytics & Marketing
SEO Google Search Console

Infrastructure

Network
AS16509 · US
DNS
AWS Route 53
Authoritative nameserver
DNSSEC
Not enabled
DNS responses unsigned. Cache-poisoning vulnerable.
Green hosting
Not green hosted
No green-energy record. Data from The Green Web Foundation.
SSL Certificate
Amazon
Valid 23 Feb 2026 to 8 Sep 2026
Certificate as captured in this snapshot, not a live check.
Domain Age
10.6 years
Registered Feb 2016 · OVH sas

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=quarantine Quarantine (moderate)
?
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 (0)

This site uses no client-side storage we could detect on page load.

Readiness Breakdown How?

Custom title and meta description
Open Graph tags (title, image, description)
Twitter card meta tags
Canonical URL declared
Responsive viewport meta tag
Favicon present
Semantic HTML (nav, main, article)
Meta description is 165 characters (advisory) Google only shows about 155–160 characters of the description in desktop search results (less on mobile); anything past that won't appear.

Vibe Score Breakdown How?

SignalPoints
AI copy signals +5
AI palette signals +5
AI writing 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
security.txt
llms.txt
ads.txt
humans.txt
Privacy Policy
/privacy
Terms of Service
/terms
90% unique

Security Headers (4/6)

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

Performance

14ms response time
Faster than 99% of sites
1 third-party domains loaded

Build

Code splitting
7 JS files
3 CSS files
1 Third-party domains

Brand Colours

App Manifest

MLJAR Studio - Desktop App for AI Data Analysis
display: fullscreen 7 icons
theme #0099cc
Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.