Operations | Monitoring | ITSM | DevOps | Cloud

Healthcare organizations are increasingly leading the charge in technology adoption, rapidly deploying advanced applications and digital tools to improve patient outcomes and operational efficiency. However, this acceleration is placing unprecedented pressure on existing IT infrastructure. Teams are being asked to support next-generation workloads, such as AI-powered diagnostics and real-time data platforms, on legacy systems, often without the benefit of increased budget or headcount.

Monitoring and observability are cornerstones of modern infrastructure management. Three popular solutions that often come up in this space are the ELK Stack, Grafana, and Prometheus. This comparison breaks down the key differences, use cases, and integration capabilities to help you determine which tool or combination better suits your operational needs.

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.

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.

We're thrilled to announce that Checkly is now a launch partner in Vercel's Observability Marketplace! This integration makes it easier than ever for Vercel users to monitor their deployments with end-to-end testing and API monitoring powered by Checkly.

Observability has become a cornerstone for maintaining robust and secure networks. A recent article from The New Stack, “Is OTel the Last Observability Agent You’ll Ever Install?” delves into the transformative potential of OpenTelemetry (OTel) in standardizing and simplifying observability practices.

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.

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.