6398. Slowly Changing Dimensions: SCD reconciliation — Automate the workflow with idempotent retries and observability. — subscription billing — Java Spring/JDBC

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Scenario: A subscription billing application must handle SCD reconciliation. Automate the workflow with idempotent retries and observability. Explain the invariant, SQL strategy, transaction/locking behavior, failure handling, observability and test plan. Use MySQL 8-oriented syntax where applicable.
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