H

hackathon

Chingu Care AI on Fire TV: the parent's TV becomes the care hub. Daily AI check-in by voice or remote, medicine reminders that pause and resume, family postcards, I'm OK and Help. React Native for TV. MIT.

Orin — autonomous DevSecOps engineer on the GitLab Duo Agent Platform: assign it an issue and it plans, implements, reviews, merges, deploys, and monitors with zero human touches. Built for the GitLab Transcend "Life After Code" hackathon.

Digital health check for small-business websites — built, secured, released, deployed and monitored by a GitLab Duo night shift with no human in the loop.

Storm-readiness for the software people need during disasters.

Upgrade Airlock 升级气闸: every proxy upgrade passes a block cooldown and a clearance from a Chainlink CRE workflow that attacks the new implementation in simulation. ETH Shenzhen 2026, 2nd place. Canonical repository (the GitHub copy is currently unavailable). Live war room: https://upgrade-airlock.pages.dev · browsable source: https://upgrade-airlock.pages.dev/source/

Erasure-safety demo for synthetic identities. Deterministic GitLab CI evidence plus a supervised Duo repair flow; not a complete GDPR or CCPA compliance product.

Switchback: your deployment passed, your rollback succeeded, your data is still wrong. Mixed-version data-compatibility release gate with a supervised GitLab Duo repair flow. GitLab Transcend hackathon (Path A). Synthetic data only.

Red-team drills that decide your AI agents' autonomy per DevSecOps stage. GitLab Transcend Life After Code entry (MIT).

Hackathon-grade demo of self-sovereign identity for AI agents: every agent mints its own did:key, exchanges verifiable credentials and signed mandates — a minimum viable trust layer for a swarm, with no registrar and no passwords. Python, ed25519.

AI-Powered Candidate Evaluation & Talent Intelligence Platform built for AICON Hackathon 2026. Features dynamic Gemini job criteria expansion, multi-modal PDF parsing, and context-grounded RAG chat.

Supervised DevSecOps gate for MCP tool servers: 9-stage GitLab pipeline + GitLab Duo agents + Cloud Run detonation canaries + Gemini on Vertex AI sign-off brief. GitLab Transcend Hackathon.

Receipted Pipeline: an AI agent runs the full post-code DevSecOps lifecycle (review, security, test, deploy, monitor) hands-off on GitLab, and every stage leaves a verifiable execution receipt (AER-1). GitLab Transcend hackathon Path B entry.

Hunt, Verify, Report. Scope-locked agent fleet on GitLab Duo Agent Platform and the a2a-omega mesh. Path B: Bring Your Own. Hands-off.

Хакатонный прототип МТС Беларусь: готовые расшифровки → договорённости с цитатами → подготовка, одобрение и исполнение действий. FastAPI, React Native/Expo, PostgreSQL. MIT.

Agents may only advance on evidence. A 0/1/3 gate (PASS/FAIL/UNKNOWN — UNKNOWN never passes) over a nine-stage GitLab DevSecOps lifecycle, driven by GitLab Duo flows. Entry for the GitLab 'Life After Code' hackathon — Path A, Supervised autonomy. MIT.

SortSmart waste-sorting advisor + Duo Agentic Ship-It Loop — GitLab Transcend (Life After Code) hackathon entry. Every push/MR runs Duo agents across the DevSecOps lifecycle: review, secure, verify, deploy, monitor.

Taste-aware concierge on Qloo Taste AI with AER-1 verifiable receipts. Qloo Agentic Hackathon entry.

Receipt Runner: a tiny agent that proves its work. Every step mints an AER-1 verifiable receipt; one command re-verifies every hash. Entry for the Build With AI: Basics hackathon.

WhyTrail: the agent that can explain why. Open Agent Hackathon 2026, Track 02. Every action mints an AER-1 verifiable receipt; the Why? view answers why did the agent do that, receipt by receipt.

Nemotron Receipt Agent: an autonomous coding agent on NVIDIA Nemotron via Nebius Token Factory that mints AER-1 verifiable receipts for every engineering task. NEBIUS x NVIDIA Global AI Hackathon entry.