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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

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Step by Step Guide for Using the HG-CLI Agent Installation Tool

Our latest project at MetricFire is a brand-new CLI tool! This tool makes agent installation on any OS a breeze, and we are quite proud of it. In this article, we'll share an overview of HG-CLI, and how to use it in Terminal User Interface (TUI) and Command Line Interface (CLI) mode. We'll also show you what to do with the metrics that are collected and forwarded to your Hosted Graphite account, giving you a full server monitoring setup in minutes!

Meta's Llama 4 models now on relaxAI

Here at Civo, we’re proud to announce that we have become the first UK company to successfully host and operationalize Meta’s new Llama 4 model family on relaxAI, our AI assistant. This breakthrough positions relaxAI at the forefront of sovereign AI development, combining world-class capabilities with uncompromising data protection standards that UK businesses can trust.

Announcing Charmed Kubeflow 1.10

We are thrilled to announce the release of Charmed Kubeflow 1.10, Canonical’s latest update to the widely-adopted open source MLOps platform. This release integrates significant improvements from the upstream Kubeflow 1.10 project, while also bringing a suite of additional capabilities targeted towards enterprise deployments. Charmed Kubeflow 1.10 empowers machine learning practitioners and teams to operationalize machine learning workflows more efficiently, securely, and seamlessly than ever.

AI Vibe Coding: Productivity Superpower or Security Nightmare?

Imagine this: You’ve got a business problem to solve. Instead of waiting on dev cycles, planning sprints, and juggling priorities, you just ask an AI assistant to write the code for you. A few seconds later, it hands you the solution — and with your AI also providing a step-by-step deployment guide, what could be simpler? That’s the promise of AI Vibe coding — a future where anyone can build and deploy software just by describing what they want in natural language.

Mastering incident routing: a critical component in incident management

Imagine this: a high-priority alert is triggered, but it’s routed to the wrong team, or delayed by manual triage. By the time the right person is notified, the issue has escalated, and users are starting to notice. Technical failures don’t always cause these kinds of incidents. More often, they stem from something simpler: poor alert routing.

Top 7 Kubernetes Alternatives in 2025

Gone are the days when scaling meant downtime, and introducing breaking fixes to production were more commonplace. In today's age of software development companies are adapting and quick to iterate, though we are still learning. The truth is Kubernetes has played a huge part in revolutionizing software development but it is not so straightforward as, 'adopt K8s and your organization will suddenly move in the right direction'.

Three key facts about serverless reliability

Serverless computing requires a significant shift in how organizations think about deploying and managing applications. No longer do Ops teams need to think about provisioning servers, installing operating system patches, and writing shell scripts to manage deployments. While serverless takes away much of this responsibility, one aspect still needs to be handled thoughtfully: reliability. In this blog, we’ll look at three important facts about serverless reliability that teams often overlook.

Ubuntu Summit 2024 | Miriway: Worlds of Wayland

"Miri" (the plural of mir) derives from the Russian for "world"; and "way" is for Wayland, a protocol used by graphical shells (not the craftsman in European folklore). Together these make Miriway: an easy way to leverage the Mir compositor engine to build Wayland based desktop environments. There are many components to a desktop environment: backgrounds, panels, launchers, onscreen keyboards, notifications, etc. Miriway provides a Wayland compositor (which handles the display, input and window management) leaving the rest to be configured.

Java Util Logging Configuration: A Practical Guide for DevOps & SREs

Setting up proper logging is like having a good navigation system when you're driving through unfamiliar territory. For DevOps engineers and SREs managing Java applications, understanding how to configure the built-in java.util.logging framework is essential knowledge that can save you hours of troubleshooting headaches. Let's break down java util logging configuration in a way that makes sense — no fancy jargon, we promise!