CopyForge AI

What it does

Write high-converting marketing copy in 30 seconds. Not hours. CopyForge AI gives you 25+ copywriting templates: • Facebook & Google Ads • Email subject lines • Landing page hero sections • Product descriptions • Instagram captions • Sales letters • And more Every generation gives you 3 variants (A/B/C testing built in). Customize the tone to match your brand — professional, casual, bold, luxury, urgent. Built for marketers, founders, and agencies who are done staring at blank pages.

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  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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• FM
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