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How is observability integrated with CI/CD in production?

Expert Microservices
Quick Answer Observability in CI/CD: track deployment events as markers in your metrics graphs (vertical line when a deployment happened). Correlate metric changes with deployments to detect regressions. Use deployment gates - automated checks that compare post-deploy metrics to baseline and block promotion if they degrade. Integrate alerts with CI/CD to auto-rollback on critical metric breaches.

Answer

Collect logs, metrics, and traces during deployment.
Monitor deployment health and rollback indicators.
Automate alerts for failures and degradations.
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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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