Kubernetes, often abbreviated as K8s, has revolutionised the way we manage containerized applications. It provides a robust platform for orchestrating and managing containers at scale. One of the key features that sets Kubernetes apart is its powerful metadata system, which includes labels and annotations. In this blog post, we’ll take a comprehensive look at how labels and annotations work in Kubernetes and how you can leverage them to enhance the management of your applications.

MLflow is an open source platform, used for managing machine learning workflows. It was launched back in 2018 and has grown in popularity ever since, reaching 10 million users in November 2022. AI enthusiasts and professionals have struggled with experiment tracking, model management and code reproducibility, so when MLflow was launched, it addressed pressing problems in the market. MLflow is lightweight and able to run on an average-priced machine.

This second installment of the “Succeeding with Backstage” explains how to create a custom Backstage plugin. For many use cases, customizing the platform’s look using the methods from the last part and integrating existing plugins will be enough to align Backstage with your organization’s needs. But what happens when the plugin directory doesn’t have a plugin that solves your particular problem? You create a custom plugin, of course.

This is the first article in the “Succeeding with Backstage” series. This series is for those with a working Backstage implementation who want to ensure smooth adoption and ongoing successful use of the tool. If you’re still trying to decide if Backstage is for you, you can check out the first article in the “Evaluating Backstage” series.

We are absolutely delighted to announce that the Salesforce Partner Team has given their enthusiastic approval for Germain UX to be publicly listed on the illustrious Salesforce AppExchange platform. Following an extensive and rigorous review process that spanned an impressive 14 months, we are honored to become part of the exclusive league of top-tier applications featured on the AppExchange. This marks a momentous achievement for Germain UX, and we are eager to share this significant milestone with you.

Azure Event Grid is a versatile and event-driven service within the Microsoft Azure cloud ecosystem, designed to enable seamless event handling and routing across various Azure services and external sources. This powerful service plays a pivotal role in facilitating event-driven architectures, streamlining the development and management of cloud-based applications and systems.

Because data privacy has become a paramount concern, the General Data Protection Regulation, more commonly known as GDPR, was introduced as a pivotal milestone in safeguarding personal information. As businesses worldwide grapple with the profound implications of this regulation, understanding GDPR compliance has never been more critical.

Few tools are as crucial and multifaceted as Group Policy within the context of Active Directory (AD) — though it often goes underutilized. For system administrators and network managers, mastering Group Policy is a powerful tool that should never be overlooked. This article will take you through the landscape of Group Policy, offering a comprehensive and all-inclusive breakdown of its principles, capabilities, and applications within the robust framework of Active Directory.

No internet-connected code is truly secure. Today’s development process is deeply iterative, and this ever-shifting landscape of code can sometimes expose critical vulnerabilities. When these flaws are discovered by attackers first, zero-day exploits threaten not just your own integrity – but that of business partners and team members across the organization.

An Essential Guide to OpenTelemetry In today’s expeditious, highly distributed software landscape, achieving true observability is no simple task. As you strive to understand how your applications and services perform and behave, you face multiple challenges. Moreover, you need to instrument applications and services that generate data effectively, have a reliable means to transmit it, and, most importantly, find a way to visualize and derive insights from it.