Strategies for Ensuring Data Consistency with External Services During Delays or Downtime

How can you ensure data consistency when integrating with external services that may experience delays or downtime?

Implementing distributed transactions or the Saga pattern can help maintain data consistency across services, even in the face of delays or failures. Additionally, consider implementing compensating transactions to rollback changes in case of failures.