I build modular AI systems from scratch, focusing on streaming agent orchestration and flexible memory—see saige (Go) and mnemonist (Rust, Python). My work spans the entire stack, from CLI tools to protocol engines, all crafted for extensibility and speed.
Template-driven CLI for transforming structured resume data into polished documents across multiple formats, featuring pluggable templates and multi-agent AI assessment. Built with Go, TeX, and HTML for flexible output and advanced evaluation. Stars: 12 · Languages: Go, TeX, HTML · Active
Unified Go SDK and CLI for streaming AI agents, knowledge graphs, and retrieval-augmented generation pipelines, bridging agent orchestration and graph environments. Stars: 3 · Languages: Go, Go Template · Active
Production-grade Rust framework for Linear Genetic Programming research, offering modular architecture, Q-Learning integration, and automated hyperparameter optimization. Stars: 2 · Languages: Rust · Building
Open ecosystem for tool-agnostic AI agent memory, implemented in Rust and Python to enable flexible integration across agent frameworks. Stars: 3 · Languages: Rust, Python · Active
Rust-powered screenshot and GIF capture tool for web apps, desktop, and terminal, packaged as a single binary with no runtime dependencies. Stars: 2 · Languages: Rust, HTML · Active
All Projects
| Project | Description | Stars | Languages |
|---|---|---|---|
| generative-artifact-protocol | Open standard for token-efficient artifact updates and streaming, featuring a Rust apply engine and evaluation CLI. | 1 | Rust, TypeScript, Java |
| github-insights | AI-powered GitHub profile metrics tool with SVG visualizations, project classification, and README generation, available as CLI, npm package, and GitHub Action. | 1 | TypeScript, Shell |
| oag | Fast OpenAPI 3.x code generator for TypeScript, React/SWR, and FastAPI, supporting SSE streaming and zero runtime dependencies. | - | Rust, Jinja |
| lazyspeak.nvim | Voice-driven coding plugin for Neovim, enabling spoken intent to trigger edits directly in the editor using Lua and Rust. | 1 | Lua, Rust, Vim Script |
| sr | Release engineering CLI in Rust, offering automated semantic versioning from conventional commits as a single static binary. | - | Rust |
| dotfiles | Cross-platform dotfiles managed by Chezmoi, featuring one-command bootstrap for macOS and Linux with Neovim, Tmux, Zsh, and AI agent skills. | 2 | Shell, Lua, Go Template |
| fsrc | CLI, crate, and GitHub Action for embedding source files into any text file using comment markers, written in Rust and Python. | 1 | Rust, Python |
| Project | Description | Stars | Languages |
|---|---|---|---|
| gymnasia | Pure Rust implementation of OpenAI Gymnasium environments for reinforcement learning experimentation. | 1 | Rust |
| agentspec | Universal agent skill and sub-agent manager with terminal user interface, implemented in Rust. | - | Rust |
| zigbee-skill | AI-native smart home skill enabling direct control of Zigbee devices by AI agents, with no cloud or hub required. | - | Go, Shell, Just |
| streamsafe | Type-safe async pipeline framework for data processing in Rust. | - | Rust, Shell, Just |
| Project | Description | Stars | Languages |
|---|---|---|---|
| urmzd.com | Personal website, blog, and research portfolio built with Astro, React, and Three.js. | 1 | TypeScript, Astro, JavaScript |
| languide | Scenario-based language guides built from markdown, generating PDFs with full Unicode and CJK support. | - | - |
| urmzd | GitHub profile README. | - | - |
| Project | Description | Stars | Languages |
|---|---|---|---|
| experimental-transformer-architectures | Testbed for observable language models where every hidden state is a readable distribution over words, focusing on interpretability by construction. | - | Python |
Last generated on 2026-06-03 using @urmzd/github-insights