aws-observability

AWS observability setup integrates CloudWatch dashboards, Logs Insights queries, and ADOT collector configuration to centralize monitoring. You configure custom metrics via EMF and deploy X-Ray tracing to achieve end-to-end visibility across distributed workloads.

Correlating CloudWatch logs with X-Ray traces requires integrating CloudWatch Logs Insights queries and X-Ray tracing configurations. This unified observability approach enables rapid troubleshooting by linking specific log patterns directly to distributed trace data.

CloudWatch Logs Insights queries use a specific syntax to filter, aggregate, and analyze log data. You can apply reusable query libraries and pattern detection to rapidly isolate errors and diagnose incidents across AWS workloads.

AWS observability supports both X-Ray and ADOT for distributed tracing. While X-Ray provides native tracing, ADOT offers a standardized collector configuration to instrument distributed workloads, allowing you to choose based on your integration requirements.

CloudWatch EMF allows you to embed custom metrics directly within log entries. This integration enables automated extraction of metric data from logs, eliminating the need for separate standard metric API calls and simplifying monitoring.

CloudTrail provides API auditing alongside CloudWatch metrics and X-Ray traces to enforce consistent monitoring. Integrating CloudTrail captures account-level events, ensuring comprehensive incident response and security analysis across fragmented AWS observability data.