No Observability
The team cannot tell if a deployment is healthy. No metrics, no log aggregation, no tracing. Issues are discovered when customers call support.
Monitoring and Observability
Anti-patterns in monitoring, alerting, and observability that block continuous delivery.
less than a minute
These anti-patterns affect the team’s ability to see what is happening in production. They create blind spots that make deployment risky, incident response slow, and confidence in the delivery pipeline impossible to build.