GoMock is a powerful tool for generating mock objects in Go, making it an essential asset for developers aiming to write advanced unit tests. By simulating the behavior of real objects, GoMock allows you to test your code in isolation, ensuring that each component functions correctly on its own. This capability is particularly useful in a language like Go, where interfaces play a crucial role in defining the behavior of different components.

Machine learning (ML) models are almost always developed in an offline setting, but they must be deployed into a production environment in order to learn from live data and deliver value. A common complaint among ML teams, however, is that deploying ML models in production is a complicated process. It is such a widespread issue that some experts estimate that as many as 90 percent of ML models never make it into production in the first place.

In this blog, we walk through Atlassian's cloud security practices and the controls we give you inside Bitbucket to maintain enterprise-grade security, without the overhead of managing it internally. Security is an essential part of Atlassian's offerings. We manage code and data for over 300,000 customers who serve hundreds of millions of users. To secure data at the scale we operate, we invest more in security than most individual organizations can.

Azure Cost Optimization is one of the key factors to achieving a solid return on investment using the cloud. The more we use the resources, the more we have to pay increasing the Azure spend. But it is more important to keep an eye on the amount spent on the resources. Azure Cost Optimization is crucial for organizations leveraging Microsoft Azure to ensure they are using cloud resources efficiently, avoiding unnecessary expenses, and maximizing the value of their investment.

Organizations need highly scalable compute capacity in the cloud to handle fluctuating workloads. This ensures they can meet peak demand without over-provisioning resources or incurring unnecessary costs during low activity periods. Amazon EC2 offers one of the most flexible, on-demand infrastructures that can be scaled to meet business needs. Yet, it isn’t suitable for everyone. In this guide, we’ll explore why that is and share the best EC2 alternatives to consider. But first, a quick recap.

In today’s complex environments such as cloud-native technologies, containers, and microservices-based architectures, reliable log monitoring is crucial for keeping your systems secure and resilient. Continuous monitoring enables organizations to stay in-control, providing proactive insights into system health and performance. With platforms like AWS, GCP, and Azure churning out massive amounts of logs, it’s easy to get overwhelmed.

Logs play a critical role in monitoring your applications and systems in terms of health, system behavior, and problem diagnosis. However, logs can assuredly bring value only if they are structured and well-formatted. Effective log formatting can help identify an issue to fix on time rather than having to sift through unorganized, hard-to-read logs. In this blog, we delve into 7 super-effective practices for production logging to help you maximize your log analysis capabilities.

For SharePoint Online administrators managing large environments, keeping track of storage usage is crucial to maintaining performance and controlling costs. One key factor contributing to storage consumption is document versioning. By default, SharePoint Online keeps up to 500 major versions of each document, and with frequent updates, this can quickly add up.

The compliance landscape for organisations in the European Union (EU) is heating up again — this time with the second landmark Network and Information Security (NIS2) Directive, set to take effect on 17 October 2024. But what does NIS2 compliance entail? What's the difference between the original NIS1 vs. NIS2? Who needs to comply with NIS2, and what are the penalties for not complying with the new directive?