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urmzd/README.md

Urmzd Mukhammadnaim

Enabling the next generation of productivity through collaboration between humans and AI.

I build open-source tools for myself, use them in my daily work, and share them so others can run, adapt, and serve them inside their own organizations. My goal is to help people learn, create, and become the best version of themselves.

urmzd.com @urmzd_ urmzd

How I build

  • Dogfood everything. I use what I build and let real needs shape the work.
  • Keep ownership with the user. Tools should be useful to individuals and deployable inside the teams that rely on them.
  • Build with people in the loop. AI should extend human ability, with shared knowledge, clear policies, and room for judgment.

What I’m building toward

Project What you can do
warp A shared workspace for humans and agents to coordinate projects, tasks, and knowledge under explicit policies
saige Build AI tools with agents, memory, retrieval, and evaluations using a Go SDK, CLI, or MCP server
openlearn Develop your abilities through a free, self-paced computer science curriculum
sr Automate release work so you can spend more time building useful things

Explore a repository for setup instructions, examples, and ways to contribute.

How the tools and research fit together

Find your starting point

Choose the task you want to tackle. Dashed arrows suggest where to start.

Build with agents to saige: build your own. Build with agents to warp: run a platform. Learn computer science to openlearn: study. Automate releases to sr: release.

saige · warp · openlearn · sr

Inside the agent stack

Warp brings the agent runtime, connective infrastructure, governed workspaces, and durability together. Solid arrows point from a project to a dependency.

warp to fiber: messaging. warp to saige: agents. warp to playscape: workspaces. warp to anchor: durability. fiber to playscape: execution. fiber to saige: agent SDK. fiber to anchor: durability. saige to anchor: durability.

warp · fiber · playscape · saige · anchor

Dependency sources: fiber/go.mod, saige/go.mod, warp/go.mod.

Explore the research

Two research directions, with one optional environment dependency. Dashed arrows suggest where to start. Solid arrows point from a project to a dependency.

Evolve programs to linear-gp: explore. linear-gp to gymnasia: optional: gym feature. Inspect language models to vitrum: explore.

linear-gp · gymnasia · vitrum

Dependency sources: linear-gp/crates/lgp/Cargo.toml.

18 more projects
Project What it is Language Stars
dotfiles Cross-platform dotfiles managed by Chezmoi with Homebrew/apt and per-language version managers Shell 5
fiber Connect tools and agents through shared messaging and extensible integrations Go
urmzd.com Personal website, blog, and research portfolio built with Astro, React, and Three.js TypeScript 1
playscape Governed execution environments for agents: isolated workspaces, scoped capabilities and default-deny access policies Go
mnemonist Give AI agents local memory through a Rust CLI and plain Markdown files Rust 4
agentspec Universal agent skill and sub-agent manager with TUI Rust 3
oag OpenAPI 3.x code generator for TypeScript, React/SWR, and FastAPI Rust 1
incipit Here begins the new career Go 12
teasr Capture showcase screenshots and GIFs from web apps, desktop, and terminal Rust 2
anchor Durable execution for Go: replayable workflows, checkpoints and recovery over ledgers and queues backed by storage you own Go 1
lazyspeak.nvim Voice-driven coding for Neovim Lua 1
gymnasia OpenAI Gymnasium environments in pure Rust Rust 2
fsrc Embed source files into any text file using comment markers Rust 1
streamsafe Type-safe async pipeline framework for data processing in Rust Rust
linear-gp Explore Linear Genetic Programming in Rust, with modular components and Q-Learning integration Rust 2
rlgp-thesis BCS Thesis: Reinforced Linear Genetic Programming TeX
vitrum Observable language models: every hidden state is a readable distribution over words (hidden dim = vocab size) Python
broadcast Turn a blog post into platform-native content (X Articles, LinkedIn posts) from one CLI TypeScript

Pinned Loading

  1. saige saige Public

    Go SDK, CLI and MCP server for streaming agents, tools, memory, retrieval and evaluations, with pluggable model providers and durable execution.

    Go 6

  2. warp warp Public

    A shared workspace for humans and agents: create agents, coordinate governed project work, share knowledge and collaborate across connectors.

    TypeScript

  3. fiber fiber Public

    Connective infrastructure for agents: pub/sub messaging, extensible connectors and governed request routing across systems.

    Go

  4. anchor anchor Public

    Durable execution for Go: replayable workflows, checkpoints and recovery over ledgers and queues backed by storage you own.

    Go 1

  5. agentspec agentspec Public

    Universal agent skill and sub-agent manager with TUI

    Rust 3 1

  6. mnemonist mnemonist Public

    Tool-agnostic AI agent memory as a local-first Rust CLI: cognitive verbs (remember, recall, learn, consolidate, forget), plain-markdown memories, local candle embeddings, and HNSW semantic search a…

    Rust 4 1