/ NOTES
Working notes.
I write to figure out what I think. These are longer notes on venture engineering, coding agents, and building with LLMs.
VENTURE ENGINEERING
What venture-studio engineering actually requires
What should be reused, what should stay company-specific, and how to hand the product to the team that will own it.
LLM SYSTEMS
LLM evaluations are product infrastructure
A practical way to know whether an LLM feature works, where it fails, and what to fix next.
ENGINEERING LEADERSHIP
Where AI-generated software creates organizational debt
AI makes it easy to ship more code than a team understands. That gap becomes a problem in review, ownership, and operations.