Thinking
Writing
Essays, notes, and working frameworks on architecture, product judgment, people leadership, and applied AI — written to be useful, kept to be argued with.
Developer Advocacy Should Ship Working Software
EssayDeveloper-facing teams build more credible content when their examples survive real implementation, not just polished demos.
Every Technical Role Is Now Product-Accountable
EssayAI is lowering the cost of building software. That does not remove the need for architects, managers, or technical leads. It removes the excuse for any of them to stay distant from user value.
What AI Tools In Education Actually Need
EssayThe most useful AI tools in education improve explanation, feedback, and access instead of turning learning into automation theater.
The Technical Leader in an AI-Accelerated Team
EssayAI tools speed up first-pass implementation, but leadership leverage is moving toward problem framing, system judgment, and team clarity.