nowfound

Growth · May 5, 2026

AppInsight

Turn app reviews into product opportunities with AI

What it does

Discover real user needs from app store reviews using AI. Extract pain points, cluster requirements, and prioritize features automatically.

Does a similar job

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    Reviews & updates monitor for App Store & Google Play

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  • NW

    Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…

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