Human Systems Architect & AI Product Builder Local-first tools, agentic AI infrastructure, automation systems, and cross-platform utilities for messy real-world workflows.
I build practical tools for systems that are messy, local, human, operational, or hard to automate cleanly.
My work tends to sit at the intersection of:
- local AI infrastructure
- agentic workflows
- automation tooling
- cross-platform desktop utilities
- owner-controlled web systems
- structured data extraction
- human decision and relationship systems
The goal is not software for its own sake. The goal is less friction, better feedback loops, safer defaults, and tools people can actually own.
Tools for local models, Ollama workflows, MCP-connected agents, telemetry, structured outputs, tool orchestration, and resilient automation.
Astro, Cloudflare, portable site tooling, reusable agent skills, deployment diagnostics, and client-site workflows that do not depend on fragile vendor lock-in.
Rust, Python, PowerShell, Tauri, Capacitor, Windows, Linux, macOS, Android, and practical utilities that solve real operational problems.
Relationship tools, reflection systems, planning utilities, and decision-support workflows built around constraints, feedback loops, and measurable outcomes.
| Project | Focus |
|---|---|
| Portable Web Toolkit | Astro + Cloudflare website tooling with AI-agent skills, readiness checks, templates, and deployment workflows. |
| Portfolio Sidekick | Local-first portfolio tracking, strategy planning, prediction logging, and risk-aware trade analysis. |
| pyenv-native | Native Rust-based Python version manager for Windows, Linux, and macOS with CLI, GUI, and MCP support. |
| OllamaToolkit | Modular toolkit for building local-AI and hybrid-AI systems on top of Ollama. |
| WebScraperToolkit | AI-first web scraping and extraction toolkit for agentic workflows. |
| llm-telemetry-toolkit | Async-first observability and telemetry patterns for LLM agents. |
| emailtoolkit | Email parsing, normalization, extraction, and diagnostic utilities. |
| reqsync | Repeatable Python environment synchronization from installed packages. |
| ReadyForUs | A warm, intentional relationship-building toolkit with phased check-ins and AI reflection prompts. |
| powercli-esxi-upgrade-analyzer | PowerCLI tooling for ESXi upgrade readiness analysis. |
| gdrive-folder-migrator | Google Drive migration utility with hierarchy preservation and validation. |
I treat software, infrastructure, AI agents, and human workflows as systems of constraints, feedback loops, failure modes, and measurable outcomes.
Good systems should be:
- strict enough to be reliable
- observable enough to debug
- resilient enough to survive bad inputs
- simple enough to maintain
- useful enough to justify their complexity
I do selective consulting for practical AI training, automation, websites, infrastructure strategy, and custom internal tools.
Start here: ImYourBoyRoy.com