Going from prototype to production is perilous when it comes to artificial intelligence (AI) and machine learning (ML). However, many organizations struggle moving from a prototype on a single machine to a scalable, production-grade deployment. In fact, research has found that the vast majority—87%—of AI projects never make it into production. And for the few models that are ever deployed, it takes 90 days or more to get there.

In this article, we will cover how you can combine some of the most powerful tools available to developers–VS Code and Git–to start making meaningful contributions to both open source and private projects. Before we get into driving Git with VS Code let’s start with some background.

Being affected by SRE toil? We define what SRE toil is, discuss how it can adversely affect your productivity, and tell you the best techniques to reduce it.

The DevOps and Platform Engineering space certainly is one that evolves fast. As new development paradigms get consumed, supporting the development pipeline is crucial. Pushing a public release of v0.2.x on March 30th, 2022, Dagger, from the creators of Docker, is another approach in portability and consistency in CI/CD pipelines. What the Docker Container has done applications, Dagger is hoping to achieve that with CI/CD pipelines.

UPDATE 6 April 2022: There are times where we have to revisit our plan, and today is one of those times. Last week, we released a fix to solve some inconsistencies in how our development URLs are generated. Even though this change was not impacting any production environments, many customers reported that it was breaking their test integrations with third-party services, or that they were reaching a provisioning limit with our Let’s Encrypt certificates.

Shipping complex applications at high velocity lead to increased failures. Longer pipelines, scattered microservices, and more code inherently lead to bigger complexity where small mistakes may cost you big time.

Interlink Software’s AIOps Platform is now listed on VMware Marketplace – residing in the Management and Monitoring category. VMware Marketplace offers ITOps, DevOps and SREs a comprehensive catalog of solutions across fifteen distinct solution categories.

On March 29th, the cyberkendra security blog posted a sensational post about a Log4Shell-equivalent zero-day vulnerability in Spring Framework, but without any solid details about the vulnerability itself.

For our latest StackPod episode, we invited Hyke’s DevOps team lead and AWS Cloud architect: Yousef Sedky. Axiom Telecom is one of the largest telephone retailers in the United Arab Emirates and Saudi Arabia and Hyke, its sister company, is a distribution platform for mobile products.

Whenever an online service goes down, you're likely to hear three words: "it was DNS!" Blaming DNS might be a running joke among network admins and engineers, but it's one rooted in experience. DNS problems are known for causing massive, Internet-wide outages such as the 2021 Akamai outage that temporarily made the websites for Delta Air Lines, American Express, Airbnb, and others unreachable.