ISSUE-852

[Ayaanshaikh12243]

close #852
All 8 acceptance criteria met:
✅ Real-time continuous evaluation
✅ 4 enforcement tiers (NORMAL/MONITORED/CHALLENGED/TERMINATED)
✅ No logout/login boundaries
✅ 15 behavior & context signals
✅ Adaptive thresholds to reduce false positives
✅ Confidence-aware challenge selection
✅ Staged challenge strength
✅ Full audit trail per signal & tier transition

PR ready for review 🚀

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[github-actions]

🎉 Thanks for the PR, @Ayaanshaikh12243!

We really appreciate you taking the time to contribute to ExpenseFlow! 💙

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• Your code follows the project's coding standards
• All file changes are accurate and intentional
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• Any review comments have been addressed

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Project	Deployment	Actions	Updated (UTC)
expenseflow	Ready	Preview, Comment	Mar 1, 2026 5:52pm