Operations | Monitoring | ITSM | DevOps | Cloud

Observability is one of the most critical ways to improve visibility and control over complex software systems. If you've ever wondered how observability differs from monitoring, then this guide will explain some of the key differences between these two popular concepts.

Alerting infrastructure is often complex, with many pieces of the pipeline that often live in different places. Scaling this across many teams and organizations is an especially challenging task. As organizations grow in size, the observability component tends to grow along with it. For example, you may have many components, each of which needs a different set of alerts. You may have several teams, each with a different channel where notifications should be delivered.

In my previous blog, I discussed how continuous observability can be used to deliver continuous reliability. We also discussed the problem of high change failure rates in most enterprises, and how teams fail to proactively address failure risk before changes go into production. This is because manual assessment of change risk is both labor intensive and time consuming, and often contributes to deployment and release delays.