Configuring a server environment for Django applications involves optimizing web and application server settings. Essential components include resource allocation, reverse proxies like Nginx or Apache, caching with Redis, and task queues with Celery. Monitoring and logging performance with tools like Prometheus and Grafana are crucial for identifying bottlenecks. Regular backups ensure data security.