Operations | Monitoring | ITSM | DevOps | Cloud

The latest News and Information on Continuous Integration and Development, and related technologies.

Testing a PyTorch machine learning model with pytest and CircleCI

PyTorch is an open-source machine learning (ML) framework that accelerates the path from research prototyping to production deployment. You can work with PyTorch using regular Python without delving into the underlying native C++ code. It contains a full toolkit for building production-worthy ML applications, including layers for deep neural networks, activation functions and optimizers. It also has associated libraries for computer vision and natural language processing.

Dave Farley reflects on 25 years of software development & the future of AI

In this episode Rob is joined by Dave Farley, software legend and author of books "Continuous Delivery" and "Modern Software Engineering”. The two tackle the essence of software development culture and the current state of software delivery. They unpack why it’s important to prioritize problem-solving abilities over technical skills when it comes to hiring, emphasizing a healthy culture and the need for continuous learning on the job.

Doing DevOps Your Way On SaaS Solutions: Writing Your First JFrog Worker Service to Extend JFrog SaaS

To recap from our first blog post, JFrog Workers is a service in the JFrog Platform that provides a serverless execution environment, similar to AWS Lambda services. The Workers Service is similar to the user plugins available in JFrog self-hosted, and can be used to perform tasks that extend the capabilities of the JFrog Platform according to your requirements.

Stop observing, start automating: RedHat and LogicMonitor pioneer the next gen of Event-Driven Ansible

LogicMonitor has long been synonymous with observation — a platform that keenly watches over IT environments, alerting teams to potential issues. However, the age-old challenge remained: how to seamlessly transition from observation to action. Enter the LogicMonitor event-driven ansible integration with RedHat. What sets this solution apart is the fact our teams worked together to build it.

Expanding OCI support in JFrog Artifactory with dedicated OCI repos

Great news for developers who leverage containers — JFrog has expanded its support for the OCI Container standard with dedicated OCI repositories! Before we touch on that, let’s do a quick recap on OCI containers for those unfamiliar with them outside the context of Docker.