Quotidie est ratio plenae laetitiae in miraculo vitae
Every day is the reason for complete joy in the miracle of life
Open-source AI infrastructure by Andrew: Rust agent orchestrators, OpenCode plugins, local LLM tooling, NVIDIA GPU utilities, and experimental operating systems. Building production-grade agents from scratch.
I build everything from scratch — open-source systems, commercial AI infrastructure, and hands-on consulting.
I build the full stack — systems, languages, and developer tools — almost entirely in Rust, almost 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 — 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 — 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 → |
| KV Cache Store | Hosted KV-cache storage & sharing for LLMs | Pay-as-you-go | Dashboard → |
| kvcdn-cli | Open-source CLI to generate, verify, quantize, and upload KV caches | Free / OSS | Install → |
| Open Superintelligence Stack | The same OpenCode environment we use to ship | $199/mo | Subscribe → |
| Hourly Vibe Coding | Hands-on AI infrastructure pair-programming | $199/hr | Book hours → |
| Monthly Retainer | 10 hours of dedicated agency support per month | $1,999/mo | Start retainer → |
| Private Discord Community | Members-only community & early access | $4.99/mo | Join → |
These three represent my core thesis: if you use it every day, you should own it.
| Project | What | Why It Exists |
|---|---|---|
RegicideOS  |
Foundation OS for higher-layer AI products — Gentoo + BtrFS + COSMIC Desktop, every layer optimized for ML. Variants: RegicideOSArch (available now) and musl-based builds (future) | Because an OS that doesn't understand GPUs is obsolete |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 — 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.
These projects form the core of how I build, orchestrate, and reason with AI agents — from terminal assistants to distributed multi-agent systems.
| Project | Description | Lang |
|---|---|---|
| openlibertas | Full AI coding assistant — 15 agent personas, MCP tools, voice, session management | Rust |
| kairo | Agentic orchestrator — model council routing, ReAct agents, WASM sandboxing, DAG workflows | Rust |
| Xfiles | Plan 9-inspired agent communication hub — VFS namespaces, quantum-mode routing, MCP | Rust |
| zerochain | Filesystem-native multi-agent workflows — content-addressed, deterministic, zero-unsafe Rust | Rust |
| Project | Description | Lang |
|---|---|---|
| neoxide | Neovim-inspired terminal editor — 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 — Gentoo + Cosmic Desktop, GPU-optimized kernel | Rust |
| RegicideOSArch | Arch Linux variant of RegicideOS — bootable QCOW2, COSMIC, Dagger pipeline | Rust/Shell |
| cuda-oxide | Custom rustc backend for CUDA kernels in pure Rust — single-source Rust → PTX | Rust |
| Project | Description | Lang |
|---|---|---|
| enterprise-ai-atlas-profile | A curated index of enterprise-grade AI systems, patterns, and reference architectures for production AI factories | Markdown |
Not everything is scratch-built. Some things are battle-tested patterns you can actually use in production:
- Kubernetes — 100+ deployment patterns, Cilium eBPF, multi-cluster federation
- LLM Infrastructure — RAG pipelines, fine-tuning, multimodal benchmarks
- KV Cache Infrastructure — Generate, quantize, and host KV caches for LLMs with kvcdn-cli + KV Cache Store
- CI/CD — Dagger Go pipelines, container-native builds, security scanning
- IaC — Pulumi (Go/TypeScript) for Azure & AWS multi-tenant infrastructure
- Rust — 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 — 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 — 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 — 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. — reported to Dr. Doug Lenat, symbolic AI for defense & healthcare |
| Way back | Sold Linux supercomputers · Built Top 500 HPC systems · Infrastructure at OpenDNS & Wikimedia Foundation |
| Certifications | NVIDIA DGX SuperPOD · AI Infrastructure · InfiniBand · NVIDIA Pro Certifications · Agentic Certified |
| Awards | Award-winning developer |
| Community | Founder, Enterprise AI Atlas |
| 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 — 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 — 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 — sandboxing, guardrails, consensus verification, confidential execution
- Memory & continuity across sessions, devices, and intelligence islands
📄 AI Pangaea: Unifying Intelligence Islands — arXiv:2509.17460
- Vibe Coding Agency — products, consulting, and the Open Superintelligence Stack
- Book a call
- Twitter/X
- andrew@awdemos.com
- Enterprise AI Atlas
If you're working on something in the intersection of systems, AI, and security, I'd genuinely love to hear about it.
© 2026 Andrew White — Built with curiosity, caffeine, and a deep distrust of complexity for its own sake.