When troubleshooting distributed applications, you can use Cloud Trace and Cloud Logging together to perform root cause analysis.

Modern software delivery teams find themselves under constant pressure to maintain security and compliance without slowing down the speed of development. This usually means that they have to find a way of using automation to ensure robust governance processes that can adapt to evolving cyber threats and new regulatory requirements.

DevOps has accelerated the delivery of software, but it has also made it more difficult to stay on top of compliance issues and security threats. When applications, environments and infrastructure are constantly changing it becomes increasingly difficult to maintain a handle on compliance and security. For fast-moving teams, real time security monitoring has become essential for quickly identifying risky changes so they can be remediated before they result in security failure.