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feat: implement FraudShield MVP — backend API + frontend alerts
Backend (Python 3.12/FastAPI): - 5 models: Transaction, DetectionRule, FraudAlert, AuditLog, RuleSnapshot - Rule engine: 4 rule types (amount, location, time, pattern) - 11 API routes: health, auth, transactions, alerts - Sync ingestion pipeline with explanation generation - JWT auth with 3 roles (analyst, admin, senior) - Seed script with 5 default rules + 50 synthetic transactions Frontend (React 19/TypeScript/Tailwind): - Auth: login page, JWT token management, role-based routing - Alerts: queue with filters, detail panel, decision workflow - Layout: responsive sidebar, top bar, protected routes - Full TypeScript, zero ts-ignore, Tailwind CSS Build: Backend imports clean, Frontend tsc --noEmit passes, vite build produces 296KB production bundle.
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