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What Architecture Can Teach Us About Self-Healing Systems

DevOps teams and site reliability engineers (SREs) deal with code daily. Doing so teaches them to scrutinize their world, make astute observations, and draw unexpected connections. After all, although highly logical and mathematical in nature, software development is, at least in part, art form.  Unconvinced by that statement? Consider the parallels between history’s most remarkable […]

10 Best Practices for CI/CD Pipelines

CI/CD is the practice of continuous integration and continuous delivery/deployment. The two processes, typically referred to as a CI/CD pipeline, introduce ongoing automation and continuous monitoring throughout the lifecycle of apps, from the integration and testing phases to delivery and deployment. The use of a CI/CD pipeline introduces smaller iterations and faster deployment in the […]

Developing a Data Strategy Roadmap

A Data Strategy roadmap is a step-by-step guide to transform a business from its current state into the desired business organization. It is a more detailed, researched version of the Data Strategy and communicates when and how to implement specific advances to develop and upgrade a business’s data processes. A Data Strategy roadmap acts as a useful […]

4 Essential Tools for DevSecOps Teams

DevSecOps (short for Development, Security, and IT Operations) extends the principles of DevOps to include secure development practices.  DevOps is a development method designed to create, test, and release software quickly, with high quality, and with the ability to rapidly respond to customer needs. This is achieved through task automation and management tools that streamline […]

How to Become a DataOps Engineer

DataOps engineers are responsible for designing the data assembly line that allows data engineers and data scientists to gain insight from their analytics and research. DataOps engineers use processes and technologies to improve the speed and quality of projects being worked on. The DataOps philosophy can transform data teams, resulting in smaller development times, improved […]

AIOps Technology: It’s Just Getting Started

There’s something surprising about enterprise technology: It’s not as evolved as most people assume. According to Flexera’s 2021 State of the Cloud Report, just six of 10 businesses have migrated their workloads to the cloud. That implies that 40% of workloads are still running on a client server or mainframe infrastructure. But not for long. Jamie Dimon, […]

3 Strategies for Creating a Successful MLOps Environment

Disconnects between development, operations, data engineers, and data science teams might be holding your organization back from extracting value from its artificial intelligence (AI) and machine learning (ML) processes. In short, you may be missing the most essential ingredient of a successful MLOps environment: collaboration. For instance, your data scientists might be using tools like JupyterHub or […]