Architecture Flow Observability works best when logs, metrics, and dashboards are connected into a single feedback loop. In this setup, every Spring Boot microservice exposes metrics through Micrometer and Actuator, while logs are continuously shipped through Promtail into Loki. ┌──────────────────────┐ │ Spring Boot Services │ └──────────┬───────────┘ │ ┌────────────────┴────────────────┐ │ │ ▼ ▼ Micrometer Metrics Application Logs │ │ ▼ ▼ Prometheus Promtail │ │ ▼ ▼ Grafana ◄─────────────────────── Loki Metrics help identify performance degradation, logs explain failures in detail,...
Keen to design and develop web apps by leveraging various java based technologies and tools like springboot,microservices,docker,kubernetes,spring security,thymeleaf,jakarta,spring cloud, java 8.