Message queues when is the complexity worth it

hey everyone, ive been wrestling with message queues lately. were considering using one for some background job processing, but im wondering if were overcomplicating things. what are your rules of thumb for when the added complexity of managing a message broker like rabbitmq, kafka, or sqs really pays off compared to simpler solutions. when have you seen them become more of a burden than a benefit