Observability & Full-Stack Monitoring 📊

Gain deep visibility into distributed systems to debug, optimize, and maintain production performance. Monitoring and Observability ensure that system errors and performance anomalies are detected and resolved proactively.

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🔑 The Three Pillars of Observability

1. Metrics: Time-series numerical data (CPU utilization, error rates) monitored using Prometheus and visualized with Grafana.
2. Logs: Detailed records of system events parsed and searched using OpenSearch or the ELK stack.
3. Traces: Request lifecycles tracked across microservices using OpenTelemetry and Jaeger.

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🛡️ Security Observability & Compliance

Correlate metrics and application behavior with security events to ensure continuous threat detection and system compliance.