My AI Thesis
The lowest-regret response to technological change is learning enough to understand where it helps, where it fails, and how it changes your craft.
Writing
Essays on software systems, engineering leadership, technical debt, and the feedback loops that help teams learn.
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Integrations Start Where API Documentation Ends
API documentation gets you to the first request. Real integration engineering starts when your system has to own the boundary between external behavior and internal meaning.
Leading Without Losing Yourself
The hardest part of technical leadership is learning without losing yourself.
AI in the Hands of Professionals
Why expertise compounds when AI makes generation cheap.
Tech Debt Is Usually a Consequence of Success
Technical debt can be the cost of learning, growth, and product success before the architecture catches up.