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I Built AdaptiveKit to Give Any Web App a UI That Learns From the People Using It

DEV Community·Om Rajguru·30 days ago
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#webdev#ai#programming#javascript#user#every
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Most B2B web apps ship with a fixed layout. Every user who logs in sees the exact same blocks in the exact same order, whether those blocks are relevant to their workflow or completely invisible to how they actually use the product. The analytics widget that one user opens every morning sits in the same position as it does for the user who has never touched it. That felt like a solvable problem to me, and I wanted to solve it at the component level, not the content level. Most personalization tools on the market operate by swapping which data gets shown. AdaptiveKit operates by learning which UI blocks each individual user engages with most and reordering those blocks accordingly. I built it to install in under ten minutes, ship as code you own completely, and route all data through your own server with nothing leaving your stack. AdaptiveKit is three npm packages that work together across two environments.…

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