SLF4J
Simple Logging Facade for Java.
Logback
Native SLF4J implementation.
Log4j2
Apache Log4j version 2.
Logging Best Practices
Structured logging and log levels.
Micrometer
Application metrics facade.
Prometheus Integration
Export metrics to Prometheus.
Grafana Dashboards
Visualize Java application metrics.
OpenTelemetry
Distributed tracing and metrics.
Spring Actuator Metrics
Built-in application metrics.
Mapped Diagnostic Context
Correlate logs with request IDs.
Log Aggregation
ELK stack and centralized logging.
Health Checks
Application health endpoints.