Systems | Development | Analytics | API | Testing

While CI/CD is synonymous with modern software development best practices, today’s machine learning (ML) practitioners still lack similar tools and workflows for operating the ML development lifecycle on a level on par with software engineers. For background, follow a brief history of transformational CI/CD concepts and how they’re missing from today’s ML development lifecycle.

It’s easy to take continuous integration (CI) and continuous delivery/deployment (CD) for granted these days, but these have been transformational concepts that have drastically changed the face of software development over the past thirty years.

As a company’s data assets grow, the need for cloud computing increases in tandem. For keeping pace with this growth, Snowflake stands above the rest. What makes Snowflake so special? This cloud-agnostic platform takes the best of traditional database technology and combines it with modern cloud computing to drive the agility and innovation companies need to remain competitive. It features on-the-fly scaling, flexible clustering options, and the capability to hold several petabytes of information.

A guide to understanding the concept behind DevSecOps and how you can inject security into your mobile CI/CD pipeline to deliver more secure mobile applications.

Last week, our friends at Amazon hosted the 10th annual AWS re:Invent conference at the always-exciting Venetian Resort in Las Vegas. The ChaosSearch team was out in full post-Covid force and felt the incredible energy and enthusiasm as the conference returned to an in-person format for the first time since 2019. Our team of Chaosians stayed busy in the buzzing expo hall and attending conference talks so we could be first to hear about every new AWS service announcement, feature launch, and innovation.

Business analytics (BA) is the process of evaluating data in order to gauge business performance and to extract insights that may facilitate strategic planning. It aims to identify the factors that directly impact business performance, such as ie. revenue, user engagement, and technical availability. BA takes data from all business levels, from product and marketing, to operations and finance.

CDP Operational Database (COD) is a real-time auto-scaling operational database powered by Apache HBase and Apache Phoenix. It is one of the main Data Services that runs on Cloudera Data Platform (CDP) Public Cloud. You can access COD right from your CDP console. With COD, application developers can now leverage the power of HBase and Phoenix without the overheads related to deployment and management.

Redshift has had the highest market share of any RDBMS (Relational Database Management System) solution for a number of years. Companies around the world use it to store and mine deeper insights from data. What is Redshift exactly, and what are the benefits that have given it the top ranking for companies around the world?

In this podcast episode, we talked to Applitools’ Angie Jones about all things related to test automation: tools, best practices, how to reach a higher level of DevTestOps, what role AI will play in software testing, and a lot more.

Wondering whether your struggles with the data lake, cloud data platform, or analytics at large are typical? Are you ahead or behind the curve? ChaosSearch recently commissioned a survey to understand the advantages and setbacks organizations face today in these areas, and we’re excited to share a sneak peek of the results. To uncover more detailed findings from our research, sign up to receive the full report once it’s available here.