Operations | Monitoring | ITSM | DevOps | Cloud

The latest News and Information on Containers, Kubernetes, Docker and related technologies.

Why Organizations Choose Cycle for AI

The race on AI is heating up; the next generation of vibe coders and prompt engineers are entering the job market as we speak, and AI is the hottest line item on most IT budgets this year. Building the next great home automation software or adaptive learning platform with cutting-edge machine learning is great and all, but like all great software, it needs to start with the plumbing.

Workstations at Scale: Challenges, Trade-offs, and Emerging Solutions

Scaling workstation deployments is never straightforward. IT teams need to balance performance, cost, manageability, and security, but the trade-offs between approaches can be significant. In this blog, we’ll walk through the three most common deployment models, highlight their limitations, and introduce how newer solutions like Computle illustrate a different path.

Kubernetes Observability: Your Q&A Guide to Calico Whisker

Getting the most out of Whisker requires understanding its inner workings and this guide is designed to help you master this exciting tool with support from the Calico community. We’ve compiled the most frequently asked questions from our community Slack, support conversations, and CalicoCon sessions. This Q&A covers everything from initial installation tips and version requirements to advanced topics like filtering flow logs and integrating with Goldmane, the powerful API that underpins Whisker.

Kubernetes monitoring explained: Key metrics, labels, and best practices

Monitoring Kubernetes and containers doesn’t have to be overwhelming. In this video, we’ll break down the essential metrics you need to track, why labels are critical for container visibility, and the best practices for Kubernetes monitoring at scale. You’ll learn: How tools like Site24x7 simplify Kubernetes monitoring with auto-discovery, dashboards, anomaly detection, and forecasting. Whether you’re a DevOps engineer, SRE, or developer, this video gives you the practical knowledge to improve container monitoring and observability.

Kubernetes v1.34: What You Need to Know

Kubernetes v1.34, codenamed “Of Wind & Will (O’ WaW)”, brings a wide range of enhancements aimed at making clusters more efficient, secure, and easier to manage. This release delivers 58 enhancements with 23 graduating to Stable, 22 entering Beta, and 13 in Alpha, reflecting the platform’s continued maturation as enterprises scale their container orchestration needs.

#049 - The AI Translator: Using LLMs & MCP for K8s Operations & Self-Healing Infra with Alexei Le...

In this episode, Itiel Shwartz kicks off a series on MLOps, LLM, and GenAI in Kubernetes. Starting with Alexei Ledenev, who has over two decades in software development and deep experience in cloud architecture and distributed systems. He shares his journey from CoreOS Fleet to his current role on the Platform Team at Doit.

Lightning-Fast Kubernetes Management with Rancher's Vai Project

If you manage Kubernetes at scale with Rancher, you know that UI performance is not just a “nice-to-have”—it’s crucial for productivity. The Rancher team is on a continuous journey to enhance our platform’s ability to handle increasingly complex environments. In this post take a deep dive into an exciting, evolving improvement we’ve been developing: a project codenamed “Vai” (also called UI Server-Side Pagination or SQLite-backed caching).

ECS Vs. EKS Vs. Fargate: AWS Container Services Compared

Amazon Web Services (AWS) provides more than 200 services. Among those, Amazon Elastic Compute Service (ECS), Elastic Kubernetes Service (EKS), and AWS Fargate help deploy and manage containers. Choosing between these services can be challenging. They seem similar on the surface (and are all popular). But each offers unique benefits and limitations. In this guide, we compare the three services, discussing the best use cases for each, and helping you choose the best fit for your business.

Stop Fighting Kubernetes to Go Multi Region

Every engineering leader eventually asks the same question: What happens if my cloud region goes down? This isn't unheard of, or even rare, and the stakes are obvious. A single-region deployment might work fine on day one, but it leaves you exposed: one outage, one fiber cut, or one bad update from your provider, and your application is offline. In some cases, your entire business could be at risk. That's why recently, multi-region architecture has become the gold standard.