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awdemos/README.md

👨‍💻 Andrew White

🦀 Rust · 🚀 AI Infrastructure · ⚡ GPU Computing · 🐳 Kubernetes

Rust Go Python NVIDIA Kubernetes Linux

20+ years building systems — from Linux supercomputers & Top 500 HPC clusters → Web 2.0 startups → award-winning AI platforms for the US Navy.

📝 Resume · 🏆 Certs · 📂 Projects

🎯 At a Glance

  • 🔭 Current: AI Factory Lead at a Fortune 500 company
  • 🎖️ Former: Lead AI Infrastructure Engineer at Helix Center for Applied AI — built an award-winning AI platform for the US Navy (Jan 2025)
  • 🧠 Former: Cycorp Inc. — reported to Dr. Doug Lenat, supported symbolic AI for defense & healthcare
  • 🚀 Early Career: Sold Linux supercomputers, built Top 500 HPC systems, infrastructure at LiveJournal & OpenDNS
  • 🏆 NVIDIA Certified: DGX SuperPOD · AI Infrastructure · InfiniBand
  • 🌆 Community: Founder, Detroit AI Collective

📄 Full career history →

🏆 Flagship Projects

⭐ Project Lang What It Is
🥇 RegicideOS 🦀 Rust AI-native Linux distribution (Gentoo + Btrfs + Cosmic Desktop)
🥈 zerochain 🦀 Rust Multi-agent orchestration via plain text files
🥉 merlin 🦀 Rust RL-based LLM prompt router (sub-ms async routing)
🔧 opencode-pushguard 📘 TS Pre-push git hook for AI-assisted workflows
🛡️ opencode-watchtower 🐚 Shell Safer agent tool calling with utcp isolation
🧠 opencode-memento 📘 TS Preserves project context across AI coding sessions

See the full project index for demos & infrastructure patterns.

📂 Demos & Reference Architecture

This repo (awdemos/demos) contains production-grade patterns:

  • Kubernetes — 100+ deployment patterns, Cilium eBPF, multi-cluster
  • LLM Infrastructure — RAG pipelines, fine-tuning, multimodal benchmarks
  • CI/CD — Dagger Go pipelines with container-native builds
  • IaC — Pulumi (Go/TypeScript) for Azure & AWS multi-tenant infra
  • Rust — Matrix operations, CLI boilerplate, async patterns
git clone https://github.com/awdemos/demos.git

🧭 Philosophy

Reproducible. Observable. Composable.

I think from first principles. I design systems the way Unix intended: small, focused tools that do one thing well and compose cleanly. I believe in symbolic AI and systems thinking over hype cycles. I distrust big tech consolidation and I'm a big fan of AI sovereignty — models you own, data you control, infrastructure you can audit.

Memory safety and zero-cost abstractions aren't just Rust features — they're how I think about infrastructure architecture.

© 2026 Andrew White

Pinned Loading

  1. LLMNotes LLMNotes Public

    Python 6

  2. burn-demos burn-demos Public

    Going to try to building something cool with Burn

    1

  3. cowabungaai cowabungaai Public

    Forked from ansilh/leapfrogai

    Production-ready Generative AI for local, cloud native, airgap, and edge deployments.

    Python 4

  4. detroit-ai-collective detroit-ai-collective Public

    1

  5. dspy-redteam dspy-redteam Public

    Forked from haizelabs/dspy-redteam

    Red-Teaming Language Models with DSPy

    Python 1

  6. awdemos awdemos Public

    Shell 4