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# Safe Scribe by TrustEdge AI **A clinical handoff scribe where the agents argue before they commit, and nothing identifiable leaves the room.** Built in one day at The AI Conference Hack Day 2026 by Erik Jones and Jaiven Spence (TrustEdge AI / Jacobian Engineering) with their agent teams. Repo: https://github.com/erikdj/ai-hackday-2026 ## The problem Clinics want AI scribes. Compliance officers say no, twice: patient data would leave for a hyperscaler LLM API, and afterwards nobody can prove…

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Buttery is an agent-first household food ledger. You manage your food by talking to the AI assistant you already use (Claude, ChatGPT/Codex, any MCP client): share a Costco receipt, a fridge photo or a recipe screenshot, or just say "I froze the chicken". Buttery keeps a trustworthy record of what food the household has, the evidence behind each belief, and what is about to expire. A small mobile web app handles quick reviews and corrections through links the assistant hands you. It is honest…

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Dreamnetiopi is an AI ops team for shops that sell at events and online. The owner already has a store, a scheduler, and AI copy. They are still the glue. Hack Day demo — Coastal Freeze Co at Pier 48: “We’re out of strawberries. Push mango and blue raspberry.” A Band room splits the work with @mentions. OpenRouter rewrites the offer and a short post. Nothing goes live until the owner approves. The room log is the receipt. Pre-pilot. No customers or revenue claimed.

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# AccountPulse - **What it is:** an AI early-warning system that tells customer-success teams which customers are about to leave, why, and what to send them. - **How:** CRM data + live news + competitor traffic → scored by Crusoe → fact-checked by Nebius → stored as a Neo4j graph → shown in the dashboard. ![System architecture](docs/diagrams/00-system-architecture.png) ## Live demo in 3 terminals - **1. Backend:** `cd backend && source .venv/bin/activate && uvicorn app:app --reload --port…

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Full-Stack Self-Healing DevOps & Security Copilot The Concept: An AI operations engineer that doesn't just suggest code fixes—it monitors cloud infra, detects uptime/security drops, automatically provisions fixes, and generates audit reports for enterprise compliance.

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Give the agent a stranger's bug report. Get back a patch you can try, with checks the agent could not fake, while every line of untrusted code runs in a disposable sandbox.

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What are people doing with our AI, and what isn't working for them? logless tells you without anyone reading your private chats.

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A PR check for ML training code that executes the math instead of reading the diff, in gVisor sandboxes on Vultr, behind NetBird with zero open ports.

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Team JC

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We made the world's fastest, cheapest, and most accurate browser use on Vultr and it doesn't even use vision.

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Agentic financial compliance monitor for lender loan-covenant review. Solveo checks a borrower against credit-agreement covenants by combining SEC filings, Exhibit 10.1 credit agreements, Vultr Serverless Inference, Vultr Vector Store retrieval, deterministic financial calculations, code-execution verification, and an audit-ready explainability report.

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RAID — Report Agent for Intelligent Decisions Enterprise AI that investigates before it decides. RAID helps enterprises make high-stakes decisions by investigating their documents and data before providing a recommendation. Instead of generating a single AI answer, RAID performs a structured investigation: it gathers evidence, analyzes information, verifies findings, and produces a clear report explaining how the decision was made. Problem: Every day, organizations make decisions worth…

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The problem During an IVF stimulation cycle, a patient is monitored every 24–48 h with serial hormone draws (estradiol, LH, progesterone) and follicle scans. A clinician writes a follow-up instruction — "repeat this within 24 h", "watch the progesterone", "she's a high responder" — and then the cycle moves fast. Records fragment across the lab system, the scan report and the clinician's note. The single most time-critical complication, OHSS (Ovarian Hyperstimulation Syndrome), announces itself…

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