The Human-Agent Collaboration Workflow
Practical patterns for working alongside AI assistants day-to-day
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Putting It All Together with PopKit
How workflow orchestration tools bring all these pieces into a coherent system
All Writings
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03 When Compassion Becomes a Weapon
How a Christmas story about refugees became rhetorical manipulation—and what gets sacrificed when emotion overrides truth.
04 Monorepos & Multi-Project Architecture
Scaling agent-ready practices across large, complex codebases
05 Git Hooks & Automation Pipelines
Programmatic quality gates that catch issues before they become problems
06 Documentation as Executable Context
Making your docs do double duty as AI context and human reference
07 Milestones & Project Boards: The Big Picture
How high-level organization helps agents understand where individual tasks fit
08 Issue Templates That Guide AI Assistants
Structured issues that give agents the context they need to actually help
21 Years of Naval Service: Leadership Lessons
Reflections on two decades leading sailors, from E-4 work center supervisor to Senior Chief Petty Officer.
Building a Family OS: Why I Created Genesis
After 21 years in the Navy managing complex systems and leading teams, I realized families need their own operating system. Here's why I'm building Genesis.
11 Branch Protection & PR Workflows for AI Collaboration
Creating guardrails that protect your codebase while enabling AI contributions
From Building Energy to Enterprise Operations
How my Enovity engineering experience shaped my approach to large-scale facilities management at Mars.
From Navy Engineering to AI Agents: My Path to Building PopKit
How 21 years of Navy engineering and leadership led me to build a 30+ agent AI system for software development workflows.
14 Foundation Files That Agents Actually Read
README.md, CLAUDE.md, CONTRIBUTING.md—and why each one serves a different purpose
Building Data-Driven Operations at Scale
How Power BI dashboards and SAP analytics drove $815K in savings at Mars.
Self-Hosting for Families: My Unraid Journey
Why I run my own home server with Unraid, and how self-hosting changes your relationship with technology and data ownership.
Manufacturing Intelligence: Building Daniel-Son from the Factory Floor Up
How my experience managing 47 manufacturing facilities led me to build a real-time OEE tracking platform with 126 React components and offline-first architecture.
18 The Agent-Ready Repository Manifesto
Why repository structure matters more than ever in the age of AI-assisted development
The ElShaddai Philosophy: Why I Name My Projects After God
The meaning behind 'ElShaddai' and how faith influences my approach to building software that serves families and communities.
Emergency Preparedness in the Digital Age: What 21 Years in the Navy Taught Me
How Navy damage control training shapes my approach to family emergency preparedness, and why most digital emergency plans will fail.