Team JC
We made the world's fastest, cheapest, and most accurate browser use on Vultr and it doesn't even use vision.
Everything in the community tagged OpenAI: discussions, projects, challenges and events in one place.
We made the world's fastest, cheapest, and most accurate browser use on Vultr and it doesn't even use vision.
# 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…
DISCLAIMER - Because I did this on a mac mini, the native video demo was not successful - please watch demo video here - https://live.trusynth.com/record Every promise you make out loud, kept. You meet someone, then text Chief one line: who they were and what you promised. Chief opens a Band room. Synths work in their own live browsers. Scout runs on its own Vultr computer and reads real pages. Echo drafts the follow-up. Chief, the critic, BLOCKS any claim nobody said. A second Synth checks…
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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…
DISCLAIMER - Because I did this on a mac mini, the native video demo was not successful - please watch demo video here - https://live.trusynth.com/record Every promise you make out loud, kept. You meet someone, then text Chief one line: who they were and what you promised. Chief opens a Band room. Synths work in their own live browsers. Scout runs on its own Vultr computer and reads real pages. Echo drafts the follow-up. Chief, the critic, BLOCKS any claim nobody said. A second Synth checks…
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…
# 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.  ## Live demo in 3 terminals - **1. Backend:** `cd backend && source .venv/bin/activate && uvicorn app:app --reload --port…
AI agent to reduce cloud costs
AI agents on Vultr that prove a bank's new payment system handles money exactly like the old one before launch, with every test human-approved and run in throwaway gVisor sandboxes.
Sandbox inside of a sandbox. Agent codebase remediation.
Tieout is AI month-end close for accounting firms: one click reconciles every client's bank account, with an agent that writes and runs real Python for each client.
X/Mine runs self-driving mining trucks on Vultr and replays every failure exactly, so an AI agent can find a fix in simulation that ships only once it's proven safe and a person approves it.
Kettle is a flock of AI agents — Sales, Procurement, Finance — that run a mid-size company's back office together on Vultr, sharing one auditable ledger and stopping for human sign-off on anything that spends money.
What are people doing with our AI, and what isn't working for them? logless tells you without anyone reading your private chats.
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.