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awdemos/README.md

Quotidie est ratio plenae laetitiae in miraculo vitae
Every day is the reason for complete joy in the miracle of life

πŸ‘‹ Hi, I'm Andrew

I build everything from scratch β€” and give it all away

Linux Rust NVIDIA Kubernetes Go Python


πŸš€ The Pitch

I build the full stack β€” from kernel to UI β€” entirely in Rust, entirely from scratch.

An operating system. A text editor. An AI coding assistant. A blockchain. A borrow checker. An agent orchestrator. Neural networks. Programming languages. Simulators for synthetic life.

All written in Rust. All free. All open source.

Personal stretch goal: Build every tool I rely on β€” nothing I use should be something I couldn't have written myself. Full ownership of the stack.

I give all of this away for free as a shoutout to all the known and unknown open source hackers out there who influenced me, either directly or indirectly.


πŸ† The Trinity β€” Full Stack Ownership

These three represent my core thesis: if you use it every day, you should own it.

Project What Why It Exists
RegicideOS Rust AI-native Linux distribution β€” Gentoo + BtrFS + Cosmic Desktop, every layer optimized for ML Because an OS that doesn't understand GPUs is obsolete
openlibertas Rust Terminal-based AI coding assistant with multi-provider, MCP tools, multi-agent delegation, voice mode Because your coding assistant should be yours β€” free forever, no subscriptions
neoxide Rust Neovim-inspired terminal editor with LSP, tree-sitter, Lua plugins, splits, registers, macros, marks Because every developer deserves an editor that matches how they think

🧠 Everything I've Built From Scratch

πŸ–₯️ Operating Systems & Low-Level

Project Description Lang
RegicideOS AI-native Rust Linux distro β€” Gentoo + Cosmic Desktop, GPU-optimized kernel Rust
ZFG Zero Fugazis Linux β€” minimal, from-scratch Linux build Shell
stasis-borrow-checker A Rust borrow checker written in Rust β€” ownership, moves, lifetimes, all from scratch Rust
cuda-oxide-demos 25+ GPU demos: ML inference, N-body, matrix ops, KV cache, attention β€” all in Rust β†’ CUDA Rust

πŸ€– AI / Agent Infrastructure

Project Description Lang
openlibertas Full AI coding assistant β€” 15 agent personas, MCP tools, voice, session management Rust
kairo Agentic orchestrator β€” model-agnostic routing, ReAct agents, WASM sandboxing Rust
zerochain Multi-agent orchestration via plain text files β€” no brokers, no databases, just files & watchers Rust
Routage Async LLM router β€” sub-millisecond model dispatch, zero GC pauses Rust
Xfiles Plan 9-inspired agent communication hub with quantum-mode AI routing Rust
synapse-tutor Neural network from scratch β€” learns XOR via backprop, no ML frameworks Rust
mnist-nn-rust MNIST digit classifier from scratch in Rust using ndarray Rust
tiny-llm-template Minimal LLM project template for rapid experimentation Python

✏️ Developer Tools

Project Description Lang
neoxide Neovim-inspired terminal editor β€” LSP, tree-sitter, Lua plugins, splits, macros, marks, diff mode Rust
opencode-memento Context preservation across AI coding sessions β€” no more repeating yourself TypeScript
opencode-caveman-plugin Aggressive language compression for AI β€” grunt mode with preserved accuracy TypeScript
opencode-poke-plugin Lightweight agent wake-up / poke plugin TypeScript

⛓️ Blockchain & Finance

Project Description Lang
etch Immutable timestamp chain β€” 1024 payloads/block, Scrypt PoW, Ed25519, libp2p gossip Rust
etch-gen AI-powered blockchain generator using Etch architecture Rust
usdai-gpu-vault Solana program β€” collateralized GPU lending, NFT minting, permissionless liquidation Rust

πŸ”€ Languages & Compilers

Project Description Lang
OpenLatinium Programming language + VM inspired by Latin β€” because code should be beautiful Python β†’ Rust
latinium-roguelike Turn-based dungeon crawler written entirely in OpenLatinium Shell

🌍 Simulations

Project Description Lang
xenobot-sim Synthetic biological machine evolution β€” XPBD physics, LBM fluid, genetic algorithms Rust
drone-sim Human pilots + AI co-pilots flying together in real-world cities Rust
shuttle-tile-sim Space shuttle tile thermodynamics simulation Rust

🎲 Fun

Project Description Lang
openarcanum RPG character generator β€” for humans and AI agent personas Rust
top-github-vibe-coders Leaderboard for developers shipping AI-assisted code Rust

πŸ“‚ Production Demos & Reference Patterns

Not everything is scratch-built. Some things are battle-tested patterns you can actually use in production:

Demos Repo

  • Kubernetes β€” 100+ deployment patterns, Cilium eBPF, multi-cluster federation
  • LLM Infrastructure β€” RAG pipelines, fine-tuning, multimodal benchmarks
  • CI/CD β€” Dagger Go pipelines, container-native builds, security scanning
  • IaC β€” Pulumi (Go/TypeScript) for Azure & AWS multi-tenant infrastructure
  • Rust β€” Matrix ops, CLI boilerplate, async patterns that don't leak memory
git clone https://github.com/awdemos/demos.git

🧭 How I Think About Building

Reproducible. Observable. Composable.

I design systems from first principles. Small tools that do one thing well and compose cleanly β€” the Unix way, but for the AI era.

  • I don't trust black boxes. If I can't audit it, I don't ship it.
  • I prefer code over YAML. If it can be code, it should be code.
  • I believe in AI sovereignty. Models you own, data you control, infrastructure you can audit.
  • I value memory safety. Not because Rust told me to, but because debugging segfaults at 3am is a waste of a life.
  • I'm a huge fan of tried and true principles and underappreciated technologies. I can work on everything from a PDP-11 to FreeBSD and post-Linux kernels with equal fluency.

My formative years were spent on Slashdot and deep in open source culture β€” that ethos of transparency, collaboration, and building in public is still how I work today.


πŸŽ–οΈ Background

Now AI Factory Lead at a Fortune 500 β€” led technical collaborations with NVIDIA, building AI infrastructure that ships reliably, safely, and fast
2024–2025 Lead AI Infrastructure Engineer, Helix Center for Applied AI
Earlier Cycorp Inc. β€” reported to Dr. Doug Lenat, symbolic AI for defense & healthcare
Way back Sold Linux supercomputers Β· Built Top 500 HPC systems Β· Infrastructure at OpenDNS & Wikimedia Foundation
Certifications NVIDIA DGX SuperPOD Β· AI Infrastructure Β· InfiniBand Β· NVIDIA Pro Certifications Β· Agentic Certified
Community Founder, Detroit AI Collective
Aspiration I aspire to motivate, lead, teach, and inspire every single day and it is not so much about me but the unbelievable mentors and colleagues whose shoulders I stand on who showed me the way. I don't believe in limitations β€” I only believe in the limits of imagination.

🌌 The Bigger Picture: AI Pangaea

A lot of this work is anchored in one idea: the future of intelligence is unified, not fragmented.

I'm exploring what it means to build AI Pangaea β€” the convergence of distributed intelligence islands into a more cohesive, secure, and capable continuum:

  • Superintelligent entities with persistent memory and recursive self-improvement
  • Security at every layer β€” sandboxing, guardrails, consensus verification, confidential execution
  • Memory & continuity across sessions, devices, and intelligence islands

πŸ“„ AI Pangaea: Unifying Intelligence Islands β€” arXiv:2509.17460


🀝 Let's Connect

If you're working on something in the intersection of systems, AI, and security, I'd genuinely love to hear about it.


Β© 2026 Andrew White β€” Built with curiosity, caffeine, and a deep distrust of complexity for its own sake.

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