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1. Use the Saga Pattern – Break the distributed transaction into multiple local transactions, each having a defined compensating action to undo its effect if a later step fails. 2. Implement Compensating Transactions – Design explicit rollback actions instead of database rollbacks; ensure they are idempotent and safe to retry. 3. Choose Saga Coordination Style – Use choreography (event-driven) or orchestration (central controller) to manage execution and rollback flow. 4. Track Transaction State
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