I engineer full-stack systems from CLI tools to agent orchestration—think incipit, a Go-powered resume generator with pluggable templates and AI review, and saige, a streaming AI agent SDK built in Go. Rust and Python drive my research into evolutionary computation and transformer architectures.
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 with Go and TeX, it streamlines professional resume generation with advanced automation. Stars: 12 · Languages: Go, TeX, HTML · Active
Production-grade Rust framework for Linear Genetic Programming research, supporting Q-Learning, automated hyperparameter optimization, and reinforcement learning tasks. Modular architecture enables advanced experimentation in evolutionary computation. Stars: 3 · Languages: Rust · Active
Unified Go SDK and CLI for streaming AI agents, knowledge graphs, and Retrieval-Augmented Generation (RAG) pipelines. Bridges AI agent orchestration with graph-based knowledge management. Stars: 2 · Languages: Go, Go Template · Active
Single-binary Rust tool for capturing showcase screenshots and GIFs from web apps, desktop, and terminal, with zero runtime dependencies. Simplifies visual documentation for developers and product teams. Stars: 2 · Languages: Rust, HTML · Active
Seventeen experimental language model architectures where the hidden dimension equals vocabulary size—eliminating embeddings and output projections. Explores novel transformer designs 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. Enables efficient artifact versioning and streaming in distributed systems. | - | 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 for automated insights. | 1 | TypeScript, Shell |
| oag | Fast OpenAPI 3.x code generator for TypeScript, React/SWR, and FastAPI with zero runtime dependencies and first-class SSE streaming. Accelerates API client and server development. | - | Rust, Jinja |
| lazyspeak.nvim | Voice-driven coding extension for Neovim, enabling spoken intent to drive editor actions. Built with Lua and Rust for seamless integration into modern workflows. | 1 | Lua, Rust, Vim Script |
| sr | Release engineering CLI delivering a single static binary with zero runtime dependencies, automating semantic versioning from conventional commits. Streamlines release workflows for developers. | - | Rust |
| agentspec | Universal agent skill and sub-agent manager with a terminal user interface, written in Rust. Centralizes skill management for complex AI agent systems. | - | Rust |
| dotfiles | Cross-platform dotfiles managed by Chezmoi, supporting Homebrew/apt, per-language version managers, and one-command bootstrap for macOS and Linux. Integrates Neovim, Tmux, Zsh, and AI agent skills for a modern dev environment. | 2 | Shell, Lua, Go Template |
| fsrc | CLI, Rust crate, and GitHub Action for embedding source files into any text file using comment markers. Streamlines code documentation and sharing. | 1 | Rust, Python |
| urmzd | GitHub profile README for the user, auto-generating an overview of projects and activities. | - | - |
| Project | Description | Stars | Languages |
|---|---|---|---|
| mnemonist | Open ecosystem for tool-agnostic AI agent memory, implemented in Rust and Python. Provides a flexible foundation for memory management across diverse AI agent architectures. | 2 | Rust, Python |
| gymnasia | Pure Rust implementation of OpenAI Gymnasium environments, enabling reinforcement learning research without Python dependencies. Facilitates high-performance RL experimentation in Rust. | 1 | Rust |
| zigbee-skill | AI-native smart home skill enabling direct control of Zigbee devices by AI agents, with no cloud or hub required. Written in Go and Shell for seamless integration. | - | Go, Shell, Just |
| streamsafe | Type-safe async pipeline framework for data processing in Rust, supporting robust and scalable workflows. Designed for high-performance data engineering. | - | Rust, Shell, Just |
| Project | Description | Stars | Languages |
|---|---|---|---|
| urmzd.com | Personal website, blog, and research portfolio built with Astro, React, and Three.js. Showcases interactive content and technical writing. | 1 | TypeScript, Astro, JavaScript |
| languide | Scenario-based language guides built from markdown, generating PDFs with full Unicode and CJK support. Focused on communication-driven language learning. | - | - |
Last generated on 2026-04-28 using @urmzd/github-insights



