Why I am writing about AI and management now
The AI conversation is moving faster than the management practices around it. This is a place to work through that gap in public.
AI and management field notes
I write about the management work behind useful AI adoption: delegation, judgment, trust, and the systems that help people move from curiosity to durable practice.
Positioning
This site is where I work through that shift in public. The focus is practical: how leaders decide what to delegate, how teams learn to trust probabilistic tools, and what it means to build personal AI systems without losing the human judgment that made the work worth doing.
Latest writing
The AI conversation is moving faster than the management practices around it. This is a place to work through that gap in public.
AI agents do not remove management. They make delegation, inspection, and context design more visible.
A personal AI system is a useful place to practice delegation because the feedback loop is immediate and honest.
Publishing lanes
What changes when judgment, coordination, and delegation become the scarce skills.
Lessons from personal systems, workflow experiments, and the difference between demos and habits.
How leaders decide when to rely on AI, when to inspect it, and when to slow the work down.