
Unfog
Paste any document. Get plain English.
What it does
Unfog is an AI document translator for the documents that actually stress people out — medical bills, insurance EOBs, IRS notices, lab results, lease agreements, legal contracts, and government letters. You paste the text. You get a plain-English breakdown in seconds. No jargon. No law degree required. What it handles: 🏥 Medical bills & lab results 📋 Insurance EOBs & claim denials 🏛️ IRS notices & tax letters 📝 Lease & rental agreements ⚖️ Legal contracts & fine print unfog.vercel.app
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Hey HN, I built a Chrome extension called *Legal Eyes* that rewrites your casual messages into sharp, professional legal language. Use cases: - Freelancers chasing late invoices - Founders dealing with vague contract terms - Anyone trying to sound more serious or formal (without being a lawyer) No prompt engineering, no copy-pasting — it sits in your browser, and converts selected text with a click. I built it using React, Supabase (for auth and usage tracking), OpenAI (for the rewriting), and deployed via Vercel. I launched this to help the little guys when they need a stronger voice. I…
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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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