Schemas are defined in code, not SQL. ORM models are generated dynamically. MySQL tables are created and seeded on demand. Docker/CI builds can bootstrap databases automatically on startup. Queries automatically adapt to MySQL vs. SQLite and dataset-specific differences.#288