Startup Financials Pro

What it does

Startup Financials Pro helps founders build investor-ready financial models in minutes without spreadsheets. Input your assumptions across revenue, costs, hiring, and financing, and the platform generates fully integrated financial statements, cash flow, and key metrics in a clean, interactive dashboard. Flexible, intuitive, and built for real-world startup use cases

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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

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