I was out there in sunny Austin this February, speaking at Civo Navigate 2024. The event was jam packed with amazing talks, and it was great meeting so many people with long and fascinating careers in engineering and Site Reliability. I had the privilege of meeting Bob Lee, who currently leads DevOps at Twingate — a cloud-based service that provides secured remote access, and poised to replace VPNs.

Machine learning is a powerful tool that enables computers to learn from data and make predictions or decisions without being explicitly programmed. Two fundamental approaches to machine learning are supervised and unsupervised learning. In this blog post, we'll explore the key differences between these two approaches, along with examples of their applications.

The term ROI (Return on Investment) often gets thrown around without a thorough understanding of its implications. Many see it merely as a financial metric, but in reality, ROI encompasses much more than monetary gains. In this comprehensive exploration, we delve into the true essence of ROI, its multifaceted nature, and how it impacts every aspect of your business strategy.

In today’s digitally-driven world, organizations rely heavily on software applications to streamline services, provide operations, engage customers, and drive innovation through digital transformation. Software has also become the lynchpin for securing an entire business’ services and keeping them up and running. Yet, this omnipresent force comes with its own set of challenges.

CPU usage is one of the most common metrics used in observability and cloud computing. It’s for a good reason: CPU usage represents the amount of work a system is performing, and if it’s near 100% capacity, adding more work could make the system unstable. The solution is to scale - add more hosts with more CPU capacity, migrate some of your workloads to the new host, and split the traffic between them using a load balancer.

If you’ve been keeping up on what’s buzzing in the IT operations and software development space in the past few years, then you know that the concepts of AIOps and observability have been getting a lot of attention. And while they are related, they each address a different aspect of managing and monitoring IT systems.

We have officially released the first version of the NeuVector UI Extension for Rancher! This release is an exciting first step for integrating NeuVector security monitoring and enforcement into the Rancher Manager UI. The security vision for SUSE and its enterprise container management (ECM) products has always been to enable easy deployment, monitoring and management of a secure cloud native stack.

Cloud cost management and FinOps best practices rely on getting as much meaningful data as possible into decision-makers’ hands. Without the ability to pull data from all your various cost sources, you cannot get 100% visibility into your cloud spend — let alone make decisions to optimize that spend.

Throughout the years, many users have asked us if it’s possible to only deploy to Platform.sh when a tag is pushed using a source code integration. The answer is: with our current source integrations, it's not—but that doesn’t mean it’s impossible. Platform.sh is based on Git and because of this, acts as a remote for your code repository.

Kubernetes revolutionised container orchestration, allowing faster and more reliable application deployment and management. But even though it transformed the world of DevOps, it introduced new challenges around security maintenance, networking and application lifecycle management.