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Culpa

Your bill spiked and your dashboard shows one number. Culpa names the conversation that spent it, then forecasts your next bill. Local-first LLM cost tracking. Your prompts stay on your own infrastructure.

AI

Added August 17, 2026 · Last analysed August 17, 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 17 August 2026; the live site may have changed since.

Culpa scores highly overall, with complete legal pages, well-configured email security, and clean crawl signals. Main gaps: missing Permissions-Policy and Content-Security-Policy.

Launched on Product Hunt on August 17, 2026. The site is hosted on Render and served through Cloudflare, with a domain registered 5 weeks before launch. We've detected 15 technologies on this site, covering javascript library, security, ui library, and AI builders. The stack includes Tailwind CSS, Base44, and Cloudflare.

It's on one of the most common stacks we track, shared by 610 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 →

8.4
StackScope Score
Excellent
76/100 Launch Readiness
Well prepared
3/3 Legal
Complete
2/2 Crawl files
Complete
Vibe Score 100 · Strong 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 (15)

Infrastructure
CDN Cloudflare (2)
Hosting Render
Security Cloudflare Bot Management
HSTS
Build & Framework
CSS framework Tailwind CSS
Developer tools Vite
Font Google Fonts
JavaScript library Motion
React Router
UI library Lucide Icons
shadcn/ui
Analytics & Marketing
Analytics Microsoft Clarity (2)
SEO LinkedIn (3)
AI & Emerging
AI builder Base44 (3)
Other
Directory Product Hunt

Infrastructure

Network
AS397273 · US
DNSSEC
Enabled
DNSKEY records published. DNS responses signed.
Green hosting
Not green hosted
No green-energy record. Data from The Green Web Foundation.
SSL Certificate
Google Trust Services
Valid 1 Aug 2026 to 30 Oct 2026
Certificate as captured in this snapshot, not a live check.
Domain Age
1 month
Registered Jul 2026 · GoDaddy.com, LLC

Email Security

SPF ~all (via apex getculpa.com) Soft-fail (~all). Common and accepted.
?
DKIM Not detected at common selectors. Your provider may use a custom one.
DMARC p=quarantine (via apex getculpa.com) 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 (11)

Cookies (5)
NameLifetimeDetected as
base44_referrer_origin 1mo -
bcookie 1y LinkedIn
lidc 1d LinkedIn
li_gc 6mo LinkedIn
__cf_bm < 1h Cloudflare
Local storage (5)
KeySizeDetected as
base44_analytics_session_id 22 B Base44
base44_app_id 24 B Base44
base44_from_url 25 B Base44
base44_functions_version 4 B Base44
culpa-theme 5 B -
Session storage (1)
KeySizeDetected as
culpa_f100_shown_session 1 B -

Readiness Breakdown How?

Custom title and meta description
Canonical URL declared
Responsive viewport meta tag
Favicon present
Semantic HTML (nav, main, article)
Meta description is 205 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.
- Open Graph tags (title, image, description)
- Twitter card meta tags

Performance How?

990 ms Server response
11% Faster than peers
1868 ms Largest contentful paint
0.04 Cumulative layout shift
1.1 MB Page weight
375 KB Image weight
8 Third-party domains
1 Console errors
1 Failed requests

3 images: 2 without width/height

Broken first-party requests (1), worth fixing
  • 401 /api/apps/6a4d2d91b485950ecc0636d8/entities/User/me

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 CSS signals +10
AI palette signals +5
AI writing signals +5
Recognised AI builder signature +100

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 (43 URLs)
security.txt
llms.txt
ads.txt
humans.txt
Privacy Policy
/privacy
Terms of Service
/terms
? Analytics present, but it set no tracking cookies on our visit (it may be opt-in-gated).
58% unique

Security Headers (4/6)

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

Build

Code splitting
4 JS files
2 CSS files
8 Third-party domains

Brand Colours

App Manifest

Culpa
display: standalone 2 icons
theme #000000
Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.