Essays & Archive
Essays, research notes, and reflections on AI, emerging technologies, institutions, economic mobility, product building, and the future of work.
I write to understand how technology, policy, institutions, and economic systems shape opportunity, work, and human mobility.
Featured Writing
Why organizations need more than access to AI tools to create real productivity, learning, and labor transformation.
Writing is where I test ideas in public before they become research, products, or larger arguments.
Notes on how politics, economics, family, and disappearing middle-class structures shape personal ambition and life choices.
Read MoreA public reflection on how AI systems are reshaping work, authority, opportunity, and institutional responsibility.
Read MoreA practical note on using AI coding tools without giving up structure, testing, responsibility, or product clarity.
Read MoreVibe coding can help you build faster, but it works best when the problem, user flow, and MVP scope are clear.
Read MoreNotes from my research on AI adoption depth, organizational embedding, practitioner mastery, and labor transformation.
Read MoreSome essays begin as public notes. Some research reflections become working papers. This archive brings together both — writing that helps me think clearly in public before ideas become research, products, or larger arguments.
Download my free MVP guide to learn how to think clearly, prompt better, build in phases, debug calmly, and launch responsibly.