Minora AI
Agentic AI for performance marketing and SEO/GEO/AEO
Minora AI launched on May 12, 2026.
What it does
Turn your ad accounts into a predictable revenue engine. Minora AI integrates your data, cures the dark funnel, and reallocates budget 24/7 to lower CAC.
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Parallel agents, diff reviewer, and multi-model comparisons
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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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