Notes on building systems that can account for themselves.

Give it a vague codebase and it produces vague code, faster.

Assistants are a multiplier on the structure they work inside — including when that structure is bad. On unstated conventions, contract drift, state that has forgotten its own history, and why a rule without teeth isn't a rule.