:hammer_and_wrench:Asynchronous messaging, including events and asynchronous request-response, can be used to implement transactions and queries in a microservice architecture.
:arrows_counterclockwise:Sagas are a solution to transaction management challenges in a microservice architecture, where transactions are broken down into a series of local transactions in each participating service.
:clock2:Sagas are asynchronous, initiated by a synchronous request, and require careful handling of response timing.
:recycle:Implementing rollbacks in sagas requires explicit elimination of changes made in previous steps.
:warning:Sagas lack the isolation property of traditional database transactions, leading to potential database anomalies and the need for countermeasures.