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Two Layers, One Signal: How the Commit Extension Works

DEV Community·Pico·25 days ago
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Ask ChatGPT for a restaurant recommendation in Stavanger and you'll get a confident answer — name, location, a sentence or two about the food. What you won't get is any evidence. No way to know if the business is financially solvent. No way to know if the kitchen passed its last health inspection. No way to know if you've actually been there twelve times and loved it. The Commit extension was built to fill that gap. Not with more opinions, not with another rating system, but with two distinct layers of verifiable data — one public, one personal — that together form a kind of signal AI can't generate on its own. Layer 1: The Floor The first layer is foundation data — public records sourced from Norwegian government registries. When the extension detects a business mentioned by an AI assistant, it pulls three things: Years of operation. From Brønnøysund, the Norwegian business registry.…

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