Projects

Uncanny Realm

Active Development

Research prototypes for AI-generated game content.

Exploring AI-generated content for games: procedural creatures via composable SDF, civilization simulation, and MIDI composition. Built toward a custom Rust engine. Early stage — the innovation is the pipeline architecture, not a playable game.

RustSDFProcedural Generation
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VibeArch

In Use

The development environment everything else is built on.

Custom Arch Linux on a USB drive, engineered around Claude Code. The actual work: hooks system, persistent memory format, CLAUDE.md conventions, scaffold architecture, custom HUD, system integration. Every other project on this site was built inside it.

Arch LinuxClaude CodeBashWayland
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Cantele

Active Development

Exploring low-VRAM AI inference via custom Vulkan compute.

Research into whether custom Vulkan compute shaders can run Stable Diffusion 1.5 on 2GB VRAM. The approach: process UNet blocks one at a time, reclaiming VRAM between blocks. OnnxStream proved this works on CPU (SDXL on 298MB RAM). Nobody's done it on GPU. Also includes a Rust reimplementation of SkyTNT's MIDI generation model. Early development, Vulkan pipeline on hold.

RustVulkanLLMStable DiffusionMIDI
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About

I build AI systems — development tooling, game content pipelines, low-hardware inference. The work on this site was built with Claude Code as the primary development tool, using a methodology I've developed around how to structure projects so AI produces architecturally sound code.

The methodology

  • Context engineering — designing what the AI knows, when it knows it, and how it retrieves it across sessions
  • Scaffold architecture — structuring projects so constraints and conventions are built into the layout, not re-explained every prompt
  • Adversarial review — finished work gets stress-tested through multiple passes before it ships
  • Memory persistence — the AI accumulates knowledge across sessions through a structured format, not ad-hoc notes

What's demonstrated here

  • AI-assisted systems development with Claude Code — context engineering, scaffold architecture, memory systems
  • Systems programming in Rust — game engines, GPU compute pipelines, embeddable ML models
  • Vulkan compute — hand-written GLSL shaders, SPIR-V cross-vendor, GPU inference research
  • Procedural content generation — SDF composition, simulation-based world generation, neural MIDI
  • Linux systems — custom Arch distributions, Wayland compositing, systemd services, shell automation
  • Local AI deployment — llama-server orchestration, constrained generation, minimal hardware operation

Get in touch

Get in touch
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