The company Prequel replaced RabbitMQ with a queue built on top of their Postgres database due to issues with RabbitMQ's prefetch behavior, which caused delays in job processing. The new queue implementation is simpler and more reliable, and has improved the overall resiliency of their system. The change took half a day to implement and test, and reduced the codebase by 580 lines. The company attributes the success of the new queue to their familiarity with SQL and Postgres.