ShopOwl

What it does

ShopOwl is an AI mystery shopper for Shopify merchants. Paste your URL, an agent browses your store like a real customer. It measure 55 metrics like friction, blocks, missing trust signals. Then, AI turns it into a clear report in plain language. No install, 2 min.

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  Kilo Code for VS Code▲897

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  PollyReach▲796

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  AI · May 2026 · pollyreach.ai

• NW
  Needle: We Distilled Gemini Tool Calling into a 26M Model▲776

  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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