Featured essay
The Myth of General AI Instructions
Why the future of software development depends on making organizational intelligence explicit by digitizing tribal knowledge.
Essays
Essays, reflections, and working ideas on AI, builder discipline, Black tech ownership, community, neurodivergence, and the systems behind meaningful work.
Recurring Themes
The recurring themes underneath the work — what I keep writing, building, and speaking toward.
AI & Builder Discipline
How AI changes the speed, risk, and responsibility of building.
Comprehension Debt
What happens when teams ship faster than they understand.
Black Tech Ownership
Visibility matters, but ownership, leverage, and durable opportunity matter more.
Community as Culture
Why belonging, trust, and shared language matter more than platform mechanics.
Neurodivergence & Systems Thinking
How naming patterns can create clarity, agency, and better systems.
Faith, Purpose & Leadership
Reflections on calling, responsibility, service, and meaningful work.