Systems Engineering
Architecture and decisions that stay stable under real operations.
- A clean system design with stable interfaces and intentional tradeoffs
- Data model clarity (schemas, ownership, integrity rules, migrations)
- Runbooks and operational guardrails (alerts, rollbacks, failure modes)

