TARO

What it does

TARO is AI project & task management software that plans, tracks, and flags risks before they hit, so your team delivers every deadline, every time. It creates tasks automatically, distributes work by real capacity, and predicts blockers early. No manual updates. No last-minute chaos. Just a team that ships on time, every time. Try free at worksbuddy.ai

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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…

  Life & fun · May 2026 · github.com

• FM
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