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ryaneggz/README.md

Hi, I’m Ryan πŸ‘‹

πŸ“ St. George, UT ↔ Dallas, TX | πŸ€– Agentic systems builder | πŸš€ Founder @ Ruska AI

Python TypeScript Node.js FastAPI LangGraph Redis Postgres Docker AWS CLI

Deep in agent orchestration mode β€” building production-grade AI systems that don’t just chat, but run, coordinate, and ship.
Focused on turning LLMs into durable infrastructure instead of demos.


πŸš€ What I’m Building

πŸ€– Ruska AI

Agent-native software infrastructure for real businesses.

Ruska is an opinionated platform for:

  • Multi-agent orchestration (LangGraph, DeepAgents, MCP, A2A)
  • Persistent state & filesystem-backed context
  • Sub-agents you can spin up, tear down, and route across tools
  • One system β†’ many surfaces: Web, IDE, CLI, TUI, Slack, CI

🌐 https://ruska.ai
πŸ“Ί Building in public on YouTube, Twitch, and LinkedIn.


🧠 Core Projects

  • 🎼 Orchestra – Multi-agent orchestration engine with checkpoints, queues, and tool routing
  • πŸ§‘β€βœˆοΈ DeepAgents Harness – Long-running agents that can delegate, pause, and resume work
  • πŸ–₯️ Agent Chat UI – Self-hosted, auth-ready agent interface (LangGraph-native)
  • 🧰 Ruska CLI – Manage agents, prompts, tasks, and state from your terminal
  • πŸ—‚οΈ Persistent Context Layer – File-system + DB backed memory for agents that outlive sessions
  • πŸ”Œ MCP Servers & Bridges – Claude Code, Codex, tools, and agents talking to each other

πŸ› οΈ What I Work With Daily

  • Agent Frameworks: LangGraph, LangChain, DeepAgents, MCP
  • Backend: FastAPI, TaskIQ, Redis, Postgres, Supabase
  • Infra: Docker, AWS, Bedrock, Cloudflare, Netlify
  • Models: Claude, GPT-4.x, Gemini, local & hosted LLMs
  • Dev Ergonomics: CLIs, TUIs, streaming APIs, checkpointing, resumability

I care a lot about:

  • Deterministic agent behavior
  • Observability over β€œvibes”
  • Systems that survive restarts, crashes, and humans

πŸ“‘ Community & Content

  • πŸŽ₯ Prompt Engineers AI – Nightly stream building agents in public
  • πŸ‘₯ Plano Prompt Engineers – 1,000+ member AI builder community
  • ✍️ Writing about:
    • Agent orchestration
    • Production LLM systems
    • Building leverage as a solo / small-team engineer
  • 🧠 Teaching devs how to stop prompting and start architecting

πŸ“ˆ What I’m Doing Right Now

  • Shipping Ruska as a unified agent control plane
  • Designing IaC for agents (spin up, edit, destroy, rehydrate)
  • Hardening long-running agents with queues + checkpoints
  • Exploring agent β†’ agent β†’ agent workflows at scale
  • Helping teams replace brittle SaaS workflows with AI-native systems

🧭 Philosophy

β€œAlways look for two confirmations.”

  • Agents should be auditable, not magical
  • Shipping > theorizing
  • AI is leverage, not a replacement for taste
  • Build systems that work at 2am when nobody’s watching

πŸ“Š GitHub Activity

GitHub Contribution Graph


πŸ”— Connect

Website YouTube Twitch LinkedIn GitHub


Random Facts
  • Treat agents like distributed systems, not chatbots
  • Prefer CLIs over dashboards (until dashboards earn it)
  • Believe β€œagent infra” will be as normal as web servers
  • Build in public to stay honest
  • Clarity > doomscrolling (most days)

Pinned Loading

  1. ruska-ai/orchestra ruska-ai/orchestra Public

    Steerable Harnesses for DeepAgents β€” OrchestraπŸͺΆ

    Python 5

  2. ruska-ai/ruska-cli ruska-ai/ruska-cli Public

    πŸ§™β€β™‚οΈ Ruska CLI - Server-side Agent Harness backed by Orchestra

    TypeScript

  3. ruska-ai/a2a-langgraph ruska-ai/a2a-langgraph Public template

    πŸ€–πŸ’¬πŸ€– Agent-to-Agent (A2A Protocol) built on top of LangGraph

    Python 23 2

  4. ruska-ai/interpreter ruska-ai/interpreter Public

    πŸ›‘οΈSecure and sandboxed API to execute Python code, upload files, install packages, and manage isolated sessions. Ideal for running untrusted code and ensuring application security.

    Python 3

  5. ruska-ai/llm-server ruska-ai/llm-server Public

    πŸ€– Open-source LLM server (OpenAI, Ollama, Groq, Anthropic) with support for HTTP, Streaming, Agents, RAG (Deprecated check out Orchestra) ->

    TypeScript 32 13

  6. tiny-tracker tiny-tracker Public

    πŸ“Š Self-hosted web analytics: click tracking, page views, user sessions. Privacy-first SQLite solution with real-time dashboard.

    JavaScript 1 1