I design modular AI systems from scratch, bridging streaming agent workflows and knowledge graphs with Go and Rust. My work on incipit and saige shows how extensible CLIs and unified SDKs can drive real-world automation and intelligence.
Template-driven CLI that transforms structured resume data into polished PDFs, DOCX, HTML, LaTeX, and Markdown, featuring pluggable templates and multi-agent AI assessment. Built in Go with a focus on extensibility and professional output. Stars: 12 · Languages: Go, TeX, HTML · Active
Production-grade Rust framework for Linear Genetic Programming research, supporting modular architecture, Q-Learning, hyperparameter optimization, and reinforcement learning tasks. Designed for advanced AI experimentation and classification. Stars: 3 · Languages: Rust · Active
Unified Go SDK and CLI for streaming AI agents, knowledge graphs, and Retrieval-Augmented Generation (RAG) pipelines. Bridges AI workflows with graph-based knowledge management. Stars: 2 · Languages: Go, Go Template · Active
Single Rust binary for capturing showcase screenshots and GIFs from web apps, desktop, and terminal, with zero runtime dependencies. Streamlines visual documentation for developers. Stars: 2 · Languages: Rust, HTML · Active
Seventeen experimental language-model architectures where hidden dimension equals vocabulary size—eliminating embeddings and output projections, with every intermediate state as a vocabulary distribution. Languages: Python · 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 for generative workflows. | - | Rust, Python, Go |
| github-insights | AI-powered GitHub profile metrics with SVG visualizations, project classification, and README generation, available as a CLI, npm package, and GitHub Action. | 1 | TypeScript, Shell |
| oag | Fast OpenAPI 3.x code generator for TypeScript, React/SWR, and FastAPI, offering zero runtime dependencies and first-class SSE streaming. | - | Rust, Jinja |
| lazyspeak.nvim | Voice-driven coding extension for Neovim, enabling users to speak their intent and see edits appear directly in the editor. Integrates Lua, Rust, and Vim Script. | 1 | Lua, Rust, Vim Script |
| sr | Release engineering CLI providing automated semantic versioning from conventional commits, delivered as a single static Rust binary with zero runtime dependencies. | - | Rust |
| agentspec | Universal agent skill and sub-agent manager with a terminal user interface, built in Rust for orchestrating AI agent capabilities. | - | Rust |
| dotfiles | Cross-platform dotfiles managed by Chezmoi, supporting Homebrew/apt, per-language version managers, and one-command bootstrap for macOS and Linux with Neovim, Tmux, and Zsh. | 2 | Shell, Lua, Go Template |
| fsrc | CLI, Rust crate, and GitHub Action for embedding source files into any text file using comment markers, streamlining code documentation and sharing. | 1 | Rust, Python |
| Project | Description | Stars | Languages |
|---|---|---|---|
| mnemonist | Open ecosystem for tool-agnostic AI agent memory, providing reusable components in Rust and Python for building memory systems across AI projects. | 2 | Rust, Python |
| zigbee-skill | AI-native smart home skill allowing AI agents to control Zigbee devices directly, with no cloud or hub required. | - | Go, Shell, Just |
| streamsafe | Type-safe async pipeline framework for data processing in Rust, enabling robust and efficient data workflows. | - | Rust, Shell, Just |
| gymnasia | Pure Rust implementation of OpenAI Gymnasium environments, facilitating reinforcement learning research and experimentation in the Rust ecosystem. | 1 | Rust |
| Project | Description | Stars | Languages |
|---|---|---|---|
| urmzd.com | Personal website, blog, and research portfolio built with Astro, React, and Three.js, showcasing interactive content and modern web technologies. | 1 | TypeScript, Astro, JavaScript |
| languide | Scenario-based language guides built from markdown, generating PDFs with full Unicode and CJK support for communication-focused learning. | - | - |
| urmzd | GitHub profile README for presenting personal and project information on the user's profile page. | - | - |
Last generated on 2026-04-29 using @urmzd/github-insights



