March 24, 2026
Operational epistemology for AI products
If an AI product cannot show what it knows, why it believes it, and what would change its mind, it is not ready to make consequential decisions.
Building practical tools and sharing what I learn.
I'm a software engineer who builds practical tools and writes about what I learn. This site is my personal space for sharing projects, notes, and essays.
Latest Writing
<all posts>March 18, 2026
AI agents are execution engines, not architects
AI coding agents are powerful for scoped, mechanical work. They should not be making architectural or behavioral decisions.
March 11, 2026
Sleep, Memory, and AI: what systems can learn from consolidation
How the brain moves memories from short-term storage into durable knowledge, and how AI systems can mimic that transfer with stable, explainable memory architecture.