5055. Performance Schema & sys: thread-activity audit — Recover from failure without violating consistency. — subscription billing — Go database/sql

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Scenario: A subscription billing application must handle thread-activity audit. Recover from failure without violating consistency. 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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