6926. Operational Snapshots: reporting snapshot freeze — Reduce cost/latency while preserving semantics. — messaging — Java Spring/JDBC

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Scenario: A messaging system needs reporting snapshot freeze. Reduce cost/latency while preserving semantics. Define the snapshot boundary, consistency rules, failure handling, validation and recovery strategy.
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