Hi, Iβm Ryan π
π St. George, UT β Dallas, TX | π€ Agentic systems builder | π Founder @ Ruska AI
Deep in agent orchestration mode β building production-grade AI systems that donβt just chat, but run, coordinate, and ship.
Focused on turning LLMs into durable infrastructure instead of demos.
π What Iβm Building
π€ 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
π https://ruska.ai
πΊ Building in public on YouTube, Twitch, and LinkedIn.
π§ Core Projects
- πΌ Orchestra β Multi-agent orchestration engine with checkpoints, queues, and tool routing
- π§ββοΈ DeepAgents Harness β Long-running agents that can delegate, pause, and resume work
- π₯οΈ Agent Chat UI β Self-hosted, auth-ready agent interface (LangGraph-native)
- π§° Ruska CLI β Manage agents, prompts, tasks, and state from your terminal
- ποΈ Persistent Context Layer β File-system + DB backed memory for agents that outlive sessions
- π MCP Servers & Bridges β Claude Code, Codex, tools, and agents talking to each other
π 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 βvibesβ
- Systems that survive restarts, crashes, and humans
π‘ Community & Content
- π₯ Prompt Engineers AI β Nightly stream building agents in public
- π₯ Plano Prompt Engineers β 1,000+ member AI builder community
- βοΈ Writing about:
- Agent orchestration
- Production LLM systems
- Building leverage as a solo / small-team engineer
- π§ Teaching devs how to stop prompting and start architecting
π What Iβm 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
π§ Philosophy
βAlways look for two confirmations.β
- Agents should be auditable, not magical
- Shipping > theorizing
- AI is leverage, not a replacement for taste
- Build systems that work at 2am when nobodyβs watching
π GitHub Activity
π Connect
Random Facts
- Treat agents like distributed systems, not chatbots
- Prefer CLIs over dashboards (until dashboards earn it)
- Believe βagent infraβ will be as normal as web servers
- Build in public to stay honest
- Clarity > doomscrolling (most days)