Systems | Development | Analytics | API | Testing

To Data Fabric or not to Data Fabric, is it really a question?

Data fabric is a term used to describe a set of technologies and practices that enable organizations to manage and access data across multiple platforms and environments. This includes supporting an organization’s need to break down data silos, gain more insight into metadata, optimize data sharing across apps and data platforms. Organizations are starting to explore more flexible ways of managing their data ecosystems and ensuring they can leverage data more effectively.

Classifying DNA Sequences into Gene Families on SageMaker

The cost of DNA sequencing continues to decline exponentially. With the average cost of sequencing mammalian DNA hovering around $1,000 in the beginning of 2023, startups like Ultima Genomics and Illumina are working to decrease the cost to between $100-$200. That’s about the same as a new pair of Brooks running shoes! As the sequencing cost drops, the quantity of genetic data to study and analyze explodes, making it even more important to leverage machine learning techniques.

Why do we need DataOps Observability?

DevOps was started more than a decade ago as a movement, not a product or solution category. DevOps offered us a way of collaborating between development and operations teams, using automation and optimization practices to continually accelerate the release of code, measure everything, lower costs, and improve the quality of application delivery to meet customer needs.

As layoffs hit tech, crowdsourced QA testing shows a way forward

The tech industry is grappling with the painful reality of widespread layoffs, including within QA teams. Typically, after a round of layoffs, companies spend some time readjusting. There’s a quiet period where projects, external partnerships, hiring, and specific initiatives are on hold. Then… boom. A rapid shift to outsourced, crowdsourced, and third-party coverage to cover the gaps left in QA staffing teams.
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Kubernetes Preview Environments - Adoption, Use Cases & Implementations

No matter what application you're building and who your target customers are, everyone can agree that it's critical to avoid broken deployments. To aid in this goal, many tools and concepts have been invented, with Kubernetes preview environments being one of them. In this post, you'll get a deeper understanding of how preview environments work, how organizations are using them, and how you can get started yourself. But to put it simply: preview environments allow teams to deploy a version of their applications during the development process, interacting with it as if it was deployed in production.

How to Create Actionable Test Management Reports

Software tests are essential to prevent bugs and create robust user experiences. But building and managing these tests presents its own challenges that often fly under the radar. Fortunately, test management reports can provide visibility into test coverage and performance, making it easier to identify problem areas and ensure test suites run smoothly. This article will explore the different types of test management reports and how to make them valuable and actionable.