Currently, the frontend uses a shared demo user ID (demo_user_001) across all sessions to ensure features can be tested with existing data. To enable user-specific data isolation, the frontend simply needs to use the authenticated user's ID from the login session. Backend already supports per-user data filtering. This is a minor frontend configuration change.
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