Tests are an integral part of most well-working Rails applications where maintenance isn’t a nightmare and new features are consistently added, or existing ones are improved. Unfortunately, for many applications, a production environment is where they are put under heavy workload or significant traffic for the first time. This is understandable as such tests are costly.

Ideally, observability should help you understand the state of your application and how it performs under different circumstances. However, while serverless observability may seem similar to serverless monitoring and testing, the three achieve different goals. Testing helps you check your application for known issues, and monitoring helps you evaluate system health according to known metrics. Observability helps you search and discover unknown issues, providing end-to-end visibility.

The South Dakota Bureau of Information and Telecommunications (BIT) provides quality customer services and partnerships to ensure South Dakota’s IT organization is responsive, reliable, and well-aligned to support the state government’s business needs. The BIT believes that “People should be online, not waiting in line.” The bureau’s goals for the state's 885,000 residents include.

Microsoft Azure is the fastest growing cloud platform at the moment. Many organizations use Microsoft Azure to quickly build and deliver cloud services that can scale or to migrate existing workloads to the cloud. However, larger and faster cloud services can quickly increase the complexity of a network. To solve this and ensure business-critical workloads run correctly, IT teams need deep visibility into their Azure environments.