Launci

What it does

For founders who'd rather ship code than DM strangers. Launci is the AI go-to-market agent for founders. Drop a goal and it operates for days: researches prospects, writes personal outreach across email, LinkedIn, X and Reddit, sends from your own inbox, follows up, brings replies back. It asks before it ships. Works for the niches Apollo can't touch.

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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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  Dev tools · May 2026 · github.com