Operations | Monitoring | ITSM | DevOps | Cloud

Calico Open Source 3.30: Exploring the Goldmane API for custom Kubernetes Network Observability

Kubernetes is built on the foundation of APIs and abstraction, and Calico leverages its extensibility to deliver network security and observability in both its commercial and open source versions. APIs are the special sauce that help automate and operationalize your Kubernetes platforms as part of a CI/CD pipeline and other GitOps workflows. Calico OSS 3.30, introduces numerous battle-tested observability and security tools from our commercial editions. This includes the following key features.

Observability: It's Every Engineer's Job, Not Just Ops' Problem

For years, organizations have used the term “observability” as an evolution of monitoring, a discipline practiced by operations teams to understand whether production software was working. I’ve been annoyed by this—not because it’s philosophically wrong, but because it diminishes the importance of observability as a generalized software engineering practice.

A privacy-first, data-driven approach to optimize the user experience: Introducing Geolocation Insights in Frontend Observability

Grafana Cloud Frontend Observability is a real user monitoring (RUM) solution that provides immediate, clear, and actionable insights into the end-user experience of web applications. Understanding where those end users are located can provide valuable insights into frontend performance, error patterns, and overall user experience.

How Does 'Vibe Coding' Work With Observability?

You can’t throw a rock without hitting an online discussion about ‘vibe coding,’ so I figured I’d add some signal to the noise and discuss how I’ve been using AI-driven coding tools with observability platforms like Honeycomb over the past six months. This isn’t an exhaustive guide, and not everything I say is going to be useful to everyone—but hopefully it will clear up some common misconceptions and help folks out.

Observability Costs: Tips for More Efficient Data Management

Can you ever get too much data? With modern architectures getting increasingly more complex with hundreds of microservices and containers, data volume grows at an exponential rate, and there’s no pause in sight. In this era of ever-expanding volume of telemetry, it’s nearly impossible to separate valuable data from noise, making things like root cause analysis or alerting needlessly more complicated, while putting pressure on the performance of your stack, your scalability and budget.

Why network observability is a boardroom priority for CEOs

Finances, strategy, and market expansion are all common CEO concerns. However, CEOs also need to focus on automatic advanced observability across highly dynamic environments. Network observability has become a boardroom discussion point because downtime directly impacts business performance. Observability helps reduce costs and enhance service quality. But what is network observability? Is observability truly necessary if you have a monitoring solution in place?