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

Four Challenges for ML data pipeline

Data pipelines are the backbone of Machine Learning projects. They are responsible for collecting, storing, and processing the data that is used to train and deploy machine learning models. Without a data pipeline, it would be very difficult to manage the large amounts of data that are required for machine learning projects.

Build the foundation for your zero trust strategy with Ubuntu confidential computing

Why do we want to eliminate trust? Isn’t trust a good thing that we should foster and grow? And shouldn’t computing platforms trust their end-users, and vice versa? The short answer is no. And I would argue that the very goal of system security has always been to reduce trust.

The 7 IT Automations for Highly Effective Organization: IT incident Remediation | Low Disk Space

No organization is immune to outages, unplanned interruptions, or quality reduction of normal service. But having a streamlined response plan can ensure these situations are dealt with more effectively to restore normalcy. In a world where increasingly IT efficiency is being measured by mean time to resolutions, triaging and remediating IT incidents as soon as they occur can directly impact the business in a positive way.

DevOps Cheat Sheet: Deployment Automation

Deployment automation can simplify and speed up your software delivery cycle. It can reduce risk, allow teams to easily test after changes are made, and help provide consistency for the overall development pipeline. If it sounds complicated, we’re here to break it down each step into a cheat sheet that provides tips and best practices for the deployment automation process.

Pulse-check your engineering team performance

If you're being asked to do more with less on your software engineering team, you need to be able to see at a glance how your team is doing. Are you deploying at a consistent rate? What's your lead time for changes? Where are your bottlenecks? Our CTO, Don Brown, shows how we take a pulse of our performance at Sleuth using DORA metrics.

K3s vs. Talos Linux: What's the difference

Kubernetes has become the go-to container orchestration system for many organizations. But managing Kubernetes clusters can take time and effort, especially for smaller teams or organizations with limited resources. This is where focused Kubernetes distributions like K3s and Talos Linux come in. They offer simplified and streamlined versions of Kubernetes, making it easier to deploy and manage clusters. This blog will introduce you to K3s and Talos Linux and compare their features and capabilities.