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Growth · May 20, 2026

MailFix

From prompt to production-ready email in seconds

What it does

Free AI tools for Indian professionals — Hinglish email writer, CTC salary calculator, WhatsApp business messages, sarkari letter generator, resignation letter kit and city salary comparison. No signup needed.

Does the same job

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  • NW

    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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