Database interactions under load highlight the impact of design choices. Minimizing queries per request, using batching techniques, and leveraging prepared statements enhance performance. Connection pooling, short transactions, and read replicas improve scalability. Caching layers and regular query execution plan analysis further optimize database efficiency.