Observability with Prometheus & Grafana

Overview

Master production observability with Prometheus and Grafana - the industry-standard monitoring stack for cloud-native applications. Learn metrics collection, PromQL query language, dashboard design, alerting, and AI-powered anomaly detection (Grafana AI Observability 2024).

When to Use This Skill

• Monitoring production applications and infrastructure
• Implementing SLOs (Service Level Objectives) and SLIs
• Creating custom metrics for business KPIs
• Setting up alerting for proactive incident response
• Debugging performance issues with metrics analysis
• Tracking API latency, error rates, and throughput
• Monitoring AI/ML model performance in production

Core Principles

1. The Four Golden Signals (Google SRE)