Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

by Martin Kleppmann

For example, say a side effect of processing a message is to send an email, and the email server does not support two-phase commit: it could happen that the email is sent two or more times if message processing fails and is retried.