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How do microservices handle logging and monitoring in CI/CD?

Senior Microservices
Quick Answer Logging and monitoring in CI/CD: collect logs from pipeline runs centrally. Monitor deployment metrics (deployment frequency, lead time, failure rate, MTTR - the DORA metrics). Alert on failed deployments. Track error rates post-deployment to automatically detect regressions. Correlate deployment events with production metrics to catch issues caused by new releases.

Answer

Use centralized logging for error detection and auditing.
Integrate metrics dashboards into CI/CD pipelines.
Monitoring ensures deployment health and provides fast rollback capabilities.
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This answer has been peer-reviewed by industry experts holding senior engineering roles to ensure technical accuracy and relevance for modern interview standards.

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