Architecture for AI systems that survive growth

Systems that work at millions of transactions often break at billions. Modularity and observability from the start prevent cascading outages under heavy traffic. Jeff Dean advises designing for 10x growth but planning to rewrite before 100x. Early convenience creates future technical debt.