Quotidie est ratio plenae laetitiae in miraculo vitae
Every day is the reason for complete joy in the miracle of life
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.
Most of it is open source; the commercial products and services below help me keep building in public.
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.
I run Vibe Coding Agency β shipping production AI infrastructure, agentic systems, and GPU cloud access for teams that need to move fast.
| Offering | What it is | Investment | Get started |
|---|---|---|---|
| UltraWork | GPU cloud chat & console for AI inference | $399/mo | Sign up β |
| KV Cache Store | Hosted KV-cache storage & sharing for LLMs | Pay-as-you-go | Dashboard β |
| kvcdn-cli | Open-source CLI to generate, verify, quantize, and upload KV caches | Free / OSS | Install β |
| Open Superintelligence Stack | The same OpenCode environment we use to ship | $199/mo | Subscribe β |
| Hourly Vibe Coding | Hands-on AI infrastructure pair-programming | $199/hr | Book hours β |
| Monthly Retainer | 10 hours of dedicated agency support per month | $1,999/mo | Start retainer β |
| Private Discord Community | Members-only community & early access | $4.99/mo | Join β |
These three represent my core thesis: if you use it every day, you should own it.
| Project | What | Why It Exists |
|---|---|---|
| RegicideOS |
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β Gentoo + BtrFS + Cosmic Desktop, every layer optimized for ML | Because an OS that doesn't understand GPUs is obsolete |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 |
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 |
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 |
A curated set of projects that power my commercial work and research. See the full awdemos org for experiments in blockchain, languages, simulations, and games.
| 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 | Rust |
| Routage | Async LLM router β sub-millisecond model dispatch, zero GC pauses | Rust |
| Project | Description | Lang |
|---|---|---|
| neoxide | Neovim-inspired terminal editor β LSP, tree-sitter, Lua plugins, splits, macros | Rust |
| opencode-memento | Context preservation across AI coding sessions | TypeScript |
| Project | Description | Lang |
|---|---|---|
| RegicideOS | AI-native Rust Linux distro β Gentoo + Cosmic Desktop, GPU-optimized kernel | Rust |
| cuda-oxide-demos | 25+ GPU demos: ML inference, N-body, matrix ops, KV cache, attention | Rust |
Not everything is scratch-built. Some things are battle-tested patterns you can actually use in production:
- Kubernetes β 100+ deployment patterns, Cilium eBPF, multi-cluster federation
- LLM Infrastructure β RAG pipelines, fine-tuning, multimodal benchmarks
- KV Cache Infrastructure β Generate, quantize, and host KV caches for LLMs with kvcdn-cli + KV Cache Store
- 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.gitReproducible. 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.
What Kimi 2.7 has to say about my coding style: A technically deep, curiosity-driven engineer with strong systems programming instincts, a Rust-centric toolchain, and heavy involvement in AI/automation tooling. Likely experiments broadly and iterates fast rather than shipping polished products. Possible backgrounds: systems engineer, game dev, AI/ML tooling, or indie hacker.
| Now | AI Factory Lead at a Fortune 500 β led technical collaborations with NVIDIA, building AI infrastructure that ships reliably, safely, and fast |
| 2024β2025 | 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 |
| Awards | Award-winning developer |
| 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. |
- Best-in-class infrastructure engineering
- The fastest CI/CD on the planet
- Extreme performance optimization
- Extreme Linux and open source security practices
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
π AI Pangaea: Unifying Intelligence Islands β arXiv:2509.17460
- Vibe Coding Agency β products, consulting, and the Open Superintelligence Stack
- Book a call
- Twitter/X
- andrew@awdemos.com
- Detroit AI Collective
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.

