Operations | Monitoring | ITSM | DevOps | Cloud

GenOps is a new operational platform for Generative AI. Learn the difference between AI agents and microservices and how to implement GenOps.

Big data storage tools like BigQuery, Hadoop, and Cassandra are used to manage large volumes of structured and unstructured data generated by modern applications. Unlike traditional databases, these tools provide scalable and distributed infrastructure that efficiently stores, processes, and analyzes petabytes of data across clusters.

I don’t understand why pure open-source licenses, such as Apache2, MIT or BSD, should be replaced with a source available license in order to increase profits from enterprise support contracts. That’s why we at VictoriaMetrics aren’t going to change the Apache2 license for our products. Our main goal is to provide good products to users, and to help users use these products in the most efficient way.

The advancements in GenAI technology are creating a significant impact across domains/sectors, and the Kubernetes ecosystem is no exception. Numerous interesting GenAI projects and products have emerged aimed at enhancing the efficiency of Kubernetes cluster creation and management. From simplifying application containerization for engineers to addressing complex Kubernetes-related queries or troubleshooting issues within a cluster, GenAI demonstrates immense potential.

In this article, we will learn how memory usage patterns can affect the real-time performance of an embedded application, drawing from a recent experience tracing an audio DSP application running on an embedded Linux platform. First, I will introduce the product in question and the real-time audio software I developed for it. Then, I’ll describe the issues I encountered with audio callbacks and the strategy I followed to determine the cause of the issues, ending with my solution and lessons learned.

Postman has long been a go-to tool for API developers and QA engineers in providing a streamlined environment for testing and documenting APIs. Its user-friendly interface and robust features made it an industry standard. However, Postman isn’t suitable for everyone. Its complexity has increased over the years, leading to a UI that can be overwhelming, and a steep learning curve – especially for beginners.