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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Simplifying MLOps with model-driven operators

In early markets such as MLOps, solutions to parts of a large problem arise from multiple open source communities, startups and industry leaders. For the consumer, this entails one problem - integrating pieces of a software puzzle in a maintainable way. Model-driven operators promise a solution by connecting the ops of a single application with declarative integration in a standard that empowers providers.

Introduction to database testing

In software development, processing and storing data in different states reflects the business rules an application is built on. The heart and soul of any software application is the data that is persisted in databases for retrieval and further processing. The database system (SQL or Non-SQL) chosen for an application must serve the required data processing and storage needs of the application.

Announcing HAProxy 2.4

HAProxy 2.4 adds exciting features such as support for HTTP/2 WebSockets, authorization and routing of MQTT and FIX (Financial Information Exchange) protocol messages, DNS resolution over TCP, server timeouts that you can change on the fly, dynamic SSL certificate storage for client certificates sent to backend servers, and an improved cache; it adds a built-in OpenTracing integration, new Prometheus metrics, and circuit breaking improvements.

6 Ways Artificial Intelligence Improves Software Development

Artificial intelligence is transforming software development. From the code to the deployment, AI is slowly but surely upping its game and helping us discover a brand new paradigm for inventing technology. Algorithm-based machine learning is being used to accelerate the software development lifecycle and AI is supporting developers to optimize software workflow at every stage of the development process.

Best practices for monitoring dark launches

A dark launch is a deployment strategy for testing new versions of a service in production. When running a dark launch, you deploy a new version of a service and route a copy of production traffic to it without returning responses to users. This lets you see how a new version of a service handles production load, watch for errors, and compare performance between the old and the new versions—without affecting users.

Redgate's roadmap for cross-database DevOps

At Redgate, we strongly believe that all databases should be managed and orchestrated in the same way, with the same standards of security and quality in releases. For the past few years, we’ve been leading the adoption of database DevOps by focusing on the most challenging parts of the process like version control, continuous integration and making deployments consistent, predictable and repeatable.

Automating Government Compliance and Security

This blog is the first in a four-part series on infrastructure automation for government agencies that are modernizing digital systems while grappling with budget and staffing constraints and the challenges of COVID-19. The last 12 months have been a turning point for many government agencies. The COVID-19 pandemic has accelerated the drive towards modernization and, with it, the need to ensure security and compliance requirements across a host of legacy systems and processes.

Continuous delivery with Ketch, GitHub Actions, and k3d

Can we combine the simplicity of deploying applications with Ketch with GitHub Actions and accomplish a fully automated continuous delivery pipeline? Here's what we'll do. We'll create GitHub Actions that will fully automate all the tasks starting from creating a pull request all the way until a release is deployed to production.