Durable queues enhance the reliability of distributed task processing by checkpointing tasks in a persistent store, allowing recovery from failures without data loss. They provide built-in observability and are particularly beneficial for larger, critical tasks, despite potential performance tradeoffs compared to traditional in-memory message brokers. As their popularity grows, durable queues are becoming essential for robust workflow orchestration in applications like Reddit.