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mindra.dev
The experience intelligence layer for interfaces
User Experience
Developer Tools
Artificial Intelligence
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Sidhanshu Monga

mindra is the experience intelligence layer for your app. It models how each user understands every element — familiarity, confidence, friction and then adapts tooltips, confirmations, and complexity in real time. One hook, under 6kb.

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Hey Product Hunt 👋 Every app treats a first-day user and a five-year power user exactly the same. Same tooltips no expert has read in months. Same "Are you sure?" on the 400th delete. We decided that's not a personalization gap — it's a bug. mindra is a runtime that models how each user actually understands every element of your product — familiarity, confidence, hesitation, friction — and adapts what they see in real time. Tooltips morph into shortcuts once mastered. Confirmations relax into instant + undo for pros. Onboarding fades on its own. It's deterministic first (a transparent, debuggable familiarity engine) with an opt-in AI layer on top — so you never ship a black box before you trust it. One hook, under 6kb, framework-agnostic. There's a DevTools panel that maps friction across your live UI so you can see where people struggle before the support tickets do. It's built for product teams shipping to real users at scale — SSO, self-hosting options, and a monthly plan that scales with your seats. I'd love your honest feedback, especially on the model and the API. I'll be here all day answering everything. — the mindra team, © 2026

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About mindra.dev on Product Hunt

“The experience intelligence layer for interfaces”

mindra.dev was submitted on Product Hunt and earned 1 upvotes and 1 comments, placing #137 on the daily leaderboard. mindra is the experience intelligence layer for your app. It models how each user understands every element — familiarity, confidence, friction and then adapts tooltips, confirmations, and complexity in real time. One hook, under 6kb.

mindra.dev was featured in User Experience (367.4k followers), Developer Tools (517.4k followers) and Artificial Intelligence (475.9k followers) on Product Hunt. Together, these topics include over 225.2k products, making this a competitive space to launch in.

Who hunted mindra.dev?

mindra.dev was hunted by Sidhanshu Monga. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

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