A comprehensive CI/CD initiative should include monitoring and observability. Monitoring as code incorporates the active monitoring of the infrastructure under management, creating a symbiotic relationship in which new metrics and failures are collected and detected automatically in response to code changes and new deployments. Monitoring as code is the key to this unified view of the world and management of the entire application lifecycle.