Setting Up Observability in Spring Boot Apps on Azure Kubernetes Service (AKS) with Logging, Tracing, and Metrics (Loki, Jaeger, Prometheus, Grafana, Azure Monitor): Complete Guide
This Cloud Component Diagram represents the observability architecture for a Spring Boot Microservice running on Azure Kubernetes Service (AKS) with logging, tracing, and metrics monitoring . Key Components 1️⃣ Spring Boot Microservice (App) on AKS Sends logs to Loki (Logging) Sends traces to Jaeger via OpenTelemetry Exposes metrics to Prometheus Sends data to Azure Monitor 2️⃣ Observability Stack Loki collects logs → Grafana visualizes them Jaeger receives traces → Allows trace viewing Prometheus scrapes metrics → Grafana visualizes them 3️⃣ User Interaction Grafana provides real-time monitoring Azure Monitor collects logs & metrics for deeper analysis This architecture ensures full observability in a cloud-native microservices environment. Here is a complete guide to implement Observability in Spring Boot Apps on Azure Kubernetes Service (AKS) from scratch. This setup will cover logging, tracing, and metrics using tools like Loki , Jaeger , Prometheus , Grafana ...