Everything related to software development.
This article provides a detailed introduction to the general concepts of GitLab CI/CD pipelines. It discusses the anatomy of the pipeline definition file, how GitLab distributes and runs jobs on runners, and what good practices you can follow. I also explain how the containerization of CI jobs affects their ability to build Docker/OCI images. Introduction … Read more
In this Logging with Loki deep dive, I explain how log collection and analysis works in principle, and then demonstrate what separates Loki from other log storage solutions. I elaborate on the different Helm charts you can use to install Loki into your Kubernetes cluster and go into the installation process using the loki-stack chart … Read more
This article discusses the different options you have to install Prometheus in Kubernetes, and then explains the installation of the Prometheus operator in detail, using the kube-prometheus-stack Helm chart. I conclude with how to upgrade your Prometheus stack as well as your own alerting rules and Grafana dashboards. Introduction The Prometheus stack is a popular set of … Read more
This article explains best practices for writing alerts on an abstract, tool-independent level. I go into technical alerting patterns (including RED and USE) and why it is better to start from a business angle instead. I elaborate on general alerting rule design, such as alert frequency and appropriate destinations, and give concrete tips for addressing … Read more
This is a deep dive into PromQL, the Prometheus query language. I discuss the basic data formats (instant vector and range vector), explain the different types of operators and functions, and then elaborate on how binary operators do result vector matching. I conclude with various PromQL tips and hints, and help you get started in … Read more
This article helps you understand the basic Alertmanager and Prometheus concepts, such as metrics, time series, samples, alerts, and alert notifications. I also explain how data is conceptually stored, how you should approach instrumenting your application, and the basic idea of dashboards. Introduction The Prometheus stack is a popular set of tools used to achieve observability of your system. … Read more
This article takes a detailed look at the architecture of the Prometheus stack, consisting of the individual applications Prometheus, Alertmanager, Grafana, Pushgateway, and various exporters. I discuss how each component is configured, which kind of data it stores, and how Prometheus can be scaled. Introduction to Prometheus The Prometheus stack is a popular set of … Read more
In this article I define the term observability, why you need it and what basic steps are necessary to achieve it. I then present a generic learning guide for how to implement observability for Kubernetes with the Prometheus-stack. Introduction to Observability It is always important to quickly determine that your system is malfunctioninig, and to … Read more
CI/CD is the process of fully automating tasks such as building, testing and deploying your software. Instead of running these tasks manually, on a developer laptop, you have them executed on a server all the time. In this article, I dive deeper into the definition of CI/CD and related terms, explain the background of CI/CD, … Read more
OAuth 2.0 and OpenID Connect 1.0 solve user authorization and authentication. In this article, I discuss the advantages and the authorization and authentication flows of both protocols, based on a video presentation by Nate Barbettini. Introduction If you develop an application, e.g. a mobile or web app, common problems are user authentication and authorization. The … Read more