ryaneggz - Overview

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)