#Python

# 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…

# TASKLEXA AGENTICOS One Goal. The Right Agents. Governed Execution. Tasklexa Agenticos is planned as a sector-agnostic AI agent orchestration platform. The platform owns mission planning, agent selection, approvals, verification, and state transitions. External systems provide capabilities through adapters and must be clearly marked as `LIVE`, `MOCK`, `NOT_CONFIGURED`, or `FAILED`. ## Current Phase Phase 1 local infrastructure scaffold is in progress. Docker is required before `docker compose…

Agent Foundry — Debug your AI agents like software. Agent Foundry is a local-first reliability and provenance debugger for AI agents. It shows why an agent behaved differently, where a run first diverged, what evidence and tools influenced its decision, and whether the behavior can be replayed. Our Hack Day demo uses a simulated autonomous biology workflow based on the Moddik plate architecture. Deterministic sensor events become independently addressable evidence, are committed into verified…

oneshot-video is a founder's oneshot demo video maker. It is a launch-film wrapper. It reads an app, drives its main flow in a browser, records it, writes a terse script, narrates it, scores it, and renders a 30-second cut in one fixed film. It is a founder's oneshot demo video. https://oneshot-video.ngrok.app/

ProofRun helps developers answer a critical question before shipping: will this update break behavior users rely on? An AI agent inspects two Git revisions, designs targeted experiments, and proposes repairs. An independent Docker-based verifier runs those experiments against both versions, preserves the original tests, and checks whether the repair actually works. Developers receive an update, skip, or postpone recommendation with recorded evidence and a reviewable patch. In a live synthetic…

# 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…

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.

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.

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.

Sandbox inside of a sandbox. Agent codebase remediation.

Nusa: an AI agent that rewrites AMD's CPU inference kernels to make models run faster.

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.