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Real Sample Result · getcairn.dev (Vibe-Coded) vs. nasa.gov (Hand-Built)
Vibe-coded: template or generator pattern found on page
This page looks AI-generated or template-built · Template & Slot Evidence
<!-- Base meta (overridden per-route by react-helmet-async) -->
<!-- Default Open Graph (overridden per-route). og:image:type is required by WhatsApp's older scraper (stock Facebook parser) to reliably render previews; Twitter, iMessage, and LinkedIn don't need it but it doesn't hurt them. -->
<h2>Chat vanishes. The model stays.</h2>
<h2>An interview, not a form.</h2>
<h2>Twelve lenses, three groups.</h2>
<h2>Every requirement, traced.</h2>
<h2>Your model, your machine.</h2>- LLM tutorial HTML comment left in production:
<!-- Base meta (overridden per-route by react-helmet-async) --> - Antithesis & comma-pair heading cadence:
5 short punchy <h2> headings ("Chat vanishes. The model stays." / "An interview, not a form." / "Twelve lenses, three groups." / "Every requirement, traced.") - Pre-launch / beta badge on public landing page:
"Cairn 1.20.0-beta · pre-launch"
Checked https://www.getcairn.dev/ · answer 200 · Compare clean pass: nasa.gov (Hand-Built / Custom Page, 0 template patterns)