Building at the intersection of data, AI, and product.
A practical guide to building a personal journaling system for AI-assisted development — using Claude Code skills and hooks to capture the reasoning that code alone can't preserve.
Agents don't fail because the model is wrong. They fail because the data platform wasn't built for them. Here's what an AI-ready data layer actually looks like — and proof it works.
Good data yields good agents — and agents can produce far more decision data than humans ever did. The data layer is about to become the most critical piece of the stack.
Why I rebuilt this site from scratch — and what I plan to explore next.