Operations | Monitoring | ITSM | DevOps | Cloud

You’ve probably run a lot of Docker containers, but do you know what happens behind the scenes? The Docker container lifecycle is the path a container follows from being created to running, stopping, and finally getting removed. Understanding these steps helps you figure out why a container might not start or when to restart it instead of creating a new one.

If you’ve worked with Kubernetes, you know logs are essential for understanding what’s happening inside your clusters. However, unlike traditional servers, Kubernetes logs present their unique challenges. Pods frequently start and stop, containers restart regularly, and logs stored locally can be lost quickly. Because of this, managing logs in Kubernetes requires a different approach.

Whether it's ensuring a new service is fully equipped with security scanning, logging, and monitoring from the start, enforcing production readiness checks during deployment, or providing temporary credentials for a production database, Workflows directly support Engineering Excellence Initiatives around modernization and standardization.

Our first turnkey dashboard gives you a real-time pulse on engineering health. Every chart is interactive: click any bar or data point to drill down into the underlying PRs, commits, or incidents. And we’re just getting started; more dashboards are already on the way!

If you’re working with containers, SBOMs or any kind of vulnerability scan, you know the drill. Every scan lights up like a Christmas tree. Critical, high, medium and low vulnerabilities. It feels that the list will always go on. The goal is always zero CVEs. And while that sounds great, it’s not realistic. They come at such a high pace, and sometimes they are really hard to resolve. Teams are spending time chasing vulnerabilities that don’t matter.

HAProxy 3.2 is here, and this release gives you more of what matters most: exceptional performance and efficiency, best-in-class SSL/TLS, deep observability, and flexible control over your traffic. These powerful capabilities help HAProxy remain the G2 category leader in API management, container networking, DDoS protection, web application firewall (WAF), and load balancing.

One of my favorite new PostgreSQL 18 features which hasn’t had much attention yet is tracking session-level IO stats. It’s going to be really helpful for more quickly finding problematic queries in real-time – kudos in particular to Bertrand Drouvot for the work on it!

The cloud offers many benefits, including scalability, cost savings, and operational efficiency. But here’s the deal. Organizing, monitoring, and controlling a cloud environment can become complex as workloads, applications, services, and underlying infrastructure grow. Businesses can better control and monitor their cloud infrastructure services, resources, and data using cloud management software.

Server performance metrics help you figure out what’s going wrong, where your bottlenecks are, and how your system handles load. They give you the data to plan capacity, fix issues before they escalate, and build more reliable infrastructure. In this guide, we’ll go over the core metrics that matter, how to monitor them effectively, and the tools that can help along the way.