Operations | Monitoring | ITSM | DevOps | Cloud

As engineers, we tend to pride ourselves on building a production-first mindset and operational excellence. According to a recent survey, 74% of executives believe that AI will deliver more efficient business processes, while 55% think that AI will help develop new business models and create new products and services. However, the reality is that 85% of ML projects fail to deliver, and 53% of machine learning prototypes don't make it to production.

Virtualization has become an essential aspect of modern computing. By creating a virtual version of a computing resource, such as hardware, storage, or an entire operating system, virtualization allows businesses to optimize resource utilization, streamline management, and reduce costs. Two of the most popular virtualization platforms in the market are Microsoft’s Hyper-V and VMware’s vSphere.

If you're a software engineer working with Kubernetes, you know how vital it is to have accurate, real-time information about your applications and resources. With StackState's dynamic Kubernetes observability dashboards, you can now access all the essential data you need for troubleshooting on a single screen. In this blog post, we'll discuss the key features of these dashboards, why they're valuable and how to get started with them.

End-to-end testing is a critical process in software development that ensures the reliability and functionality of an application. However, setting up and managing end-to-end testing workflows can be challenging, often requiring complex infrastructure and time-consuming maintenance. This is where ephemeral environments come in.

Getting more clients or adding a new service may sound like all it takes to expand your business, right? The truth is that expansion requires refining every aspect of your business’s operations and adopting a proactive approach to growth. There are several factors to consider when deciding to scale your business, including the cost of required software, resources needed to train technicians, and the cost of advertising the new service.

The Software as a Service (SaaS) model operates by treating each customer as a tenant of the application. To use the SaaS application, each tenant is usually required to pay a subscription. There are three main tenancy models for a SaaS application: In this article we'll focus on specific challenges brought about by the single-tenant model, including developing, deploying, and keeping up-to-date several instances of the SaaS application.

In the ever-changing, fast-paced world of software development, Agile and DevOps are some of the most resilient methodologies that stand the test of time. Whether you’re a business leader, a project lead, or an operations manager desperately trying to sync your developer with other departments, when you think of Agile, you should think of flexibility and continuous improvement.