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rickstonerz/README.md

🧠 Systems Builder | Multi-Domain Developer

Systems Graph

I build complex, interconnected systems across software, AI, simulation, and infrastructure.


βš™οΈ What I Do

  • Design and ship multi-agent systems
  • Build automated decision engines and simulation models
  • Develop interactive environments and system prototypes
  • Engineer end-to-end stacks (backend, frontend, infra)
  • Run and manage high-performance local compute setups

🧩 Project Scope

  • 50+ systems built across multiple machines and environments
  • Covers:
    • Interactive / simulation systems
    • Automated decision & trading systems
    • AI / agent orchestration
    • Bot platforms & messaging systems
    • Probabilistic modeling & prediction engines
    • Security & research tooling
    • Infrastructure & compute environments

πŸ“Š Output & Experience

  • ~5.5M+ lines across all project codebases (filesystem footprint)
  • ~3.5+ years active development (earliest tracked commits: late 2022)
  • 26+ distinct codebases on primary workstation alone
  • High iteration velocity with continuous rebuild + optimization cycles

πŸš€ Development Style

  • Systems-first, not feature-first
  • Rapid prototyping β†’ refinement β†’ rebuild cycles
  • Focus on automation, scale, and integration
  • Comfortable across multiple stacks and environments

πŸ› οΈ Stack

Languages

  • JavaScript / TypeScript
  • Python
  • C# (Unity)
  • C
  • Shell / Bash
  • C
  • Shell / Bash

Tools & Systems

  • Node.js / Express
  • Unity (simulation + game systems)
  • Local AI runtimes (LLMs, diffusion pipelines)
  • Workflow automation (pipelines / orchestration)
  • Linux-based infrastructure

πŸ”¬ Areas of Focus

  • Multi-agent architectures
  • Simulation & probabilistic systems
  • Automation pipelines
  • Real-time systems
  • Infrastructure + compute scaling

⚑ Philosophy

Build systems that run, adapt, and compound β€” not just code that sits still.


πŸ“ˆ Current Direction

  • Expanding agent-based systems
  • Scaling automation pipelines
  • Integrating AI into decision systems
  • Pushing deeper into real-time simulation + orchestration

🧭 Notes

  • Most work is private / experimental / iterative
  • Public repos represent only a fraction of total output

Popular repositories Loading

  1. wallet-adapter wallet-adapter Public

    Forked from anza-xyz/wallet-adapter

    Modular TypeScript wallet adapters and components for Solana applications.

    TypeScript 1

  2. moltx-slops moltx-slops Public

    SLOPS β€” Self-Learning Operational Processing System | Autonomous AI agent by MOLTX

    HTML 1

  3. bar-cheat-detector bar-cheat-detector Public

    Detect automation in BAR replays via command timing analysis (170ms patterns, burst rates, bot farms) - Catch the bots - cheat detection toolkit for Beyond All Reason

    JavaScript 1

  4. openclawshlt openclawshlt Public

    Forked from openclaw/openclaw

    Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞 that is buggy AF

    TypeScript 1

  5. cowsaybot cowsaybot Public

    when the ai lie to you when it defies you, it post here.

    1

  6. base base Public

    where else than in an area like 420 coding anything any everything Ai wants me to