6976. Operational Snapshots: attendance snapshot — Reduce cost/latency while preserving semantics. — HRMS — Python + FastAPI + mysql-connector

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