User as Code

User as Code – user memory as executable Python code instead of text.

Two stages:

1. fact log – append-only, nothing is lost;
2. periodic structuring into typed objects.

Three tasks that text solves poorly, but code easily:

• aggregating statistics – how many foreign trips: one expression, accuracy ~99% vs. 6–43% with search;
• conflict detection – allergy medication by drug class;
• constraint application – passport expires less than 180 days before the trip → warning without asking.

Related: Форматы памяти пользователя, Код как ограничение бизнес-правил