Apicurio Registry is the upstream project for Red Hat Integration’s Service Registry component. Developers use Apicurio Registry to manage artifacts like API definitions and data structure schemas. Apicurio Registry can maintain tons of artifacts, and it needs a way to store them. The...

JupyterLab is a flexible and powerful tool for working with Jupyter notebooks. Its interactive user interface (UI) lets you use terminals, text editors, file browsers, and other components alongside your Jupyter notebook. JupyterLab 3.0 was released in January 2021. Project Thoth develops open...

Ansible is an engine and language for automating many different IT tasks, such as provisioning a physical device, creating a virtual machine, or configuring an application and its dependencies. Ansible organizes these tasks in playbook files, which run on one or more remote target hosts. Inventory...

Red Hat Decision Manager helps organizations introduce the benefits of artificial intelligence to their daily operations. It is based on Drools, a popular open source project known for its powerful rules engine. In Part 1 of this article, we built a machine learning algorithm and stored it in a...

Drools is a popular open source project known for its powerful rules engine. Few users realize that it can also be a gateway to the amazing possibilities of artificial intelligence. This two-part article introduces you to using Red Hat Decision Manager and its Drools-based rules engine to combine...

One of the first tools we developed to help us with Project Thoth was Kebechet, which we named for the goddess of freshness and purification. As we separated our software into more and more repositories (each of our Python modules is in its own repository on GitHub), we needed help with releasing...

Odo is a developer-focused command-line interface (CLI) for OpenShift and Kubernetes. This article introduces highlights of the odo 2.0 release, which now integrates with Kubernetes. Additional highlights include the new default deployment method in odo 2.0, which uses devfiles for rapid, iterative...

Red Hat CodeReady Dependency Analytics is a hosted service on OpenShift that provides vulnerability and compliance analysis for your applications, directly from your IDE. It automatically analyzes your software composition and provides recommendations to address security holes and licensing issues....

Since the first Red Hat OpenShift release in 2015, Red Hat has put out numerous releases based on Kubernetes. Five years later, Kubernetes is celebrating its sixth birthday, and last month, we announced the general availability of Red Hat OpenShift Container Platform 4.5. In this article, I offer a...

The Python interpreter shipped with Red Hat Enterprise Linux (RHEL) 8 is version 3.6, which was released in 2016. While Red Hat is committed to supporting the Python 3.6 interpreter for the lifetime of Red Hat Enterprise Linux 8, it is becoming a bit old for some use cases. For developers who need...