Academic Researcher & Technology Consultant
Specializing in AI, Data Science, and Digital Innovation
Innovative solutions at the intersection of technology, research, and social impact
Latest insights on AI, technology, and research
ToDoz was built to test an idea in one domain. Here is the full philosophy and evaluation framework behind it: four foundational principles, ten intellectual lineages, five non-compensatory requirements, an index of well-behaved tools, and verifiable migration runbooks.
Why I built ToDoz to embody the principles of sovereign personal software, and how AI lowered the cost of building it without adding AI to the product.
A perspective on why object-oriented design, testing, refactoring, and agile feedback matter for anyone building software around AI and data.