AI & Software
Engineer

ZtotheZ Design Engineering

v2.0.3 · npm and GitHub release

An Agent Skill, MCP server, CLI, and deterministic quality gate for production UI systems.

Turns product intent, interface truth, information hierarchy, architecture, accessibility, and browser evidence into enforceable contracts. Version 2.0.3 includes 20 scoped MCP tools, 168 automated tests, and qualified contained delivery pilots across SceneStart, AegisOPS, and Azure Optimizer.

• TypeScript
• MCP
• Zod
• Playwright
• Agent Skills
• Design systems

SceneStart

2nd place · 132 points

Demoscene builder for beginners - export your first real-time browser demo in 5 minutes.

Placed 2nd among 13 finalists at Assembly Summer 2026. Built in 20 hours with 21 learning paths, real-time effects, offline export, and no backend.

• TanStack Start
• React.js
• TypeScript
• Tailwind CSS
• Canvas API

Artificial Intelligence Never Sleeps

Real-time audiovisual demo, 122.5 seconds at 1080p60, exploring AI through procedural graphics.

Deterministic 60fps engine with FFT visualization, synchronized narration, procedural effects, and full AI tool disclosure.

• Python
• pygame-ce
• Cursor / Claude
• FLUX
• Together Orpheus
• Suno

AegisOps AI

Public demo

Automates the path from MITRE ATT&CK techniques to Sigma rules, SOC guidance, and validated output.

A four-agent LangGraph pipeline with a Qwen verifier and a public Hugging Face demonstration. A vLLM inference path runs on AMD ROCm hardware.

• Python
• LangGraph
• FastAPI
• vLLM / ROCm
• MITRE ATT&CK

Pipe Production & Inventory

Confidential client

A delivered production system connecting work orders with pipe and material inventory.

Includes stock deduction, remnants, audit trails, authentication, health checks, handover documentation, and Linux deployment. Client details remain confidential; the repository is a sanitized demonstration.

• FastAPI
• React
• PostgreSQL
• Linux

AI Insight Engine

Public repository

RAG-assisted Python security auditor with citations and reproducible evaluation.

Backed by 20,875 embeddings and a documented 15-case evaluation suite, with FastAPI, pgvector, pytest, and GitHub Actions CI/CD. Baseline results and failure analysis remain public in the repository.

• RAG
• pgvector
• pytest
• CI/CD