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

FAQ: MLOps with Charmed Kubeflow

Charmed Kubeflow is Canonical’s Kubeflow distribution and MLOps platform. The latest release shipped on 8 September. Our engineering team hosted a couple of livestreams to answer the questions from the community: a beta-release webcast and a technical deep-dive. In case you missed them, you can read the most frequently asked questions (FAQ) about MLOps and access helpful resources in this blog post. Note that you can also watch the videos on Youtube: Beta-release & a technical deep-dive.

What is DevOps? A Comprehensive Guide

The term DevOps is a combination of the words “development” and “operations.” In practice, DevOps is a collaborative approach to the work that is performed by an enterprise’s IT operations staff and their application developers. Collaboration and communication between these two teams, who might otherwise function separately, are meant to increase the speed and quality of product or application releases.

The DORA metrics backstory

DORA metrics are becoming the industry standard for measuring engineering efficiency, but where did they come from? ‍ We talk a lot about DORA metrics here at Sleuth — what they are and how to measure them. But we haven’t shared much about the context of DORA metrics — their history and why we use them. So let’s do that. This article provides a summary.

Tips to make your Retrospectives Meaningful

If done right, retrospectives can help you inspect past actions, help adapt to future requirements and guide teams towards continuous improvement. However, organizations find it difficult to adopt the right mindset to execute retrospectives effectively. This blog will help you understand what retrospectives are and provide valuable tips to make your retrospectives meaningful. This blog will cover,

Here's how to drive velocity and business success with self-service

“Give customers the power to help themselves. Self-service options allow for faster problem resolution while reducing strain on your support teams.” – our friends at ServiceNow Self-service is a crucial component to any DevOps strategy. Many IT organizations still depend on manual and ticket-driven workflows with strong reliance on dedicated teams to make simple and frequent change requests. Unfortunately, these traditional models don’t scale.

How to Break Stuff with Chaos Engineering and Chaos Mesh

In 2011, a Netflix engineering team introduced the concept of chaos engineering with its release of Chaos Monkey. This was initially an in-house tool developed to orchestrate fault injection that Netflix eventually made open source. However, the reliance of Chaos Monkey on Spinnaker, another Netflix engineering innovation, establishes some limitations.