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Create reliable test data via APIs where possible, fall back to environment specific fixtures when required
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Work with existing Java-based tests, supporting them while gradually migrating to the new stack
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Validate data and state transitions across UI, API, and database, including access control, permissions, filters, and audit critical behaviors
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