Operations | Monitoring | ITSM | DevOps | Cloud

In the last few months I've had the privilege to implement and witness new and exciting Cycle platform workflows emerging. Some of these come from the evolution of our own internal work, while others I've learned from our users. Reflecting on this, I thought it would be beneficial to the community to share! In this article, I'll walk through a handful of the neatest patterns we've seen in action. So I hope you'll join me for a no fluff, real, and practical look at how to get more out of Cycle.

The AI (artificial intelligence) landscape wouldn’t be where it is today without AI-as-a-service (AIaaS) providers like OpenAI, AWS, and Google Cloud. These companies have made running AI models as easy as clicking a button. As a result, more applications have been able to use AI services for data analysis, content generation, media production, and much more.

When the increasingly popular strategy of configuration as code (CaC) is used to develop infrastructure, it’s known as infrastructure as code (IaC). Today, IaC is quickly becoming entrenched in development processes, especially in conjunction with Terraform and Kubernetes. Yet, although IaC (and CaC) bring immense value, they can also lead to a major problem: configuration drift.

Managing cloud networks today is like navigating a city without street signs—unpredictable and chaotic. As enterprises expand their cloud presence, they face a surge in IP addresses across regions, leaving traditional methods like spreadsheets and fragmented tools unable to keep up. Modern cloud infrastructure demands smarter, more scalable network management to tackle challenges such as IP sprawl, inconsistent configurations, and lack of visibility.

For a tool like Netdata, monitoring crashes and abnormal events extends far beyond bug fixing—it’s essential for identifying edge cases, preventing regressions, and delivering the most dependable observability experience possible. With millions of daily downloads, each event provides a vital signal for maintaining the integrity of our systems.

Monitoring your infrastructure shouldn’t be a shot in the dark. The Prometheus API helps you pull the right metrics so you actually know what’s going on. Whether you’re just getting started or trying to make sense of your current setup, this guide breaks down how to use the API to get the answers you need—without the guesswork.

CI/CD is an approach to software development that combines continuous integration (CI) and continuous delivery (CD). CI/CD makes developing apps faster, safer, and more efficient. In front-end development, CI/CD becomes even more valuable as developers frequently test, build, and deploy applications. Automating this process reduces the need for developers to manually carry out these tasks, boosting efficiency and reliability.

So, you're wrestling with Nginx logs, huh? Been there. In fact, I used to spend way too much time hunting down log files until I finally got smart about it. Let me save you the trouble. Nginx logs are like the black box flight recorder for your web server. When everything crashes and burns (and it will), those logs are often the only evidence left to figure out what happened. But first, you need to know where to find them.