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.

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.

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.

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.

Audit Ledger: Receipt-Verified Red-Teaming for Apertus (Hack Apertus Track 1A)

ProofStack: receipt-verified agent market research for the Binance Agentic AI Challenge (Beyond the Benchmark). Every claim the agent makes ships with a verifiable execution receipt.

Always-on GitLab repo custodian: an autonomous AI teammate (4 personas) that reviews merge requests, sweeps merged code for regressions, files issues, and drafts fix MRs — tuning itself to your team's standards from your reactions. Built on Vertex AI Gemini + GitLab MCP for the Google Cloud Rapid Agent Hackathon 2026 (GitLab Track).