Day 50: Building Intelligent Log Pattern Alerting Systems

The Difference Between Noise and Signal in Production Monitoring

🎯 Today's Implementation Agenda

What We're Building:

• Pattern-based alert detection engine with regex matching

• Correlation system for alert grouping and deduplication

• Real-time web dashboard with WebSocket updates

• Multi-state alert lifecycle management (NEW → ACKNOWLEDGED → ESCALATED → RESOLVED)

• Rate limiting and escalation automation

• Production-ready notification system with multiple channels

Technical Stack:

• FastAPI + WebSocket for real-time dashboard

• PostgreSQL for alert persistence and analytics

• Redis for correlation caching and rate limiting

• Docker deployment with comprehensive testing