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Deploy a custom Docker image on Azure ML using a blue-green deployment with Python

Xebia

Introduction Azure Machine Learning (Azure ML) is a popular machine learning service. Use the Azure ML Python SDK to configure and manage deployment to Azure ML. Azure ML provides a lot of predefined functionality for deploying machine learning model endpoints, which is great. That’s a lot of content, so let’s get started!

Azure 130
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CircleCI onboarding toolkit: User-friendly tools to help you ship sooner

CircleCI

Step 1: Set up a pipeline configuration file. CircleCI uses YAML configuration files stored in a.circleci directory in your project repo to define the various jobs to be performed in your pipeline. Despite these benefits, bringing new technologies into your toolchain sometimes involves a long and frustrating learning process.

Tools 59
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Simplifying your CI/CD build pipeline to GKE with CircleCI orbs

CircleCI

Orbs enable you to share, standardize, and simplify configurations across your projects. Refer to Orb Introduction for a high-level overview. For a quickstart to GKE, see the docs. This article attempts to demystify the use of orbs to quickly get started with the CircleCI platform. Technologies used.

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Getting started with Jsonnet, the missing parts

Xebia

I don’t know exactly when the realisation came, but looking at the YAML format and how it is used: it must have been one of the devil’s masterpieces. But NOOOOOOOOO, let’s use YAML. Introduction Jsonnet. In case of YAML that would be e.g. Jinja. Now I can use them in the YAML template. It could have been so easy.

Testing 130
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Part 2: API Access Control and Authentication with Kubernetes, Ambassador and ORY Oathkeeper: Q&A…

Daniel Bryant

Introduction The web application and web service landscape is changing radically as large software companies are making their internal infrastructure and software development and operation practices open to the public. Go , the programming language written and maintained by Google, shines with it’s toolchain.

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Building Re-Usable Pipeline Templates in GitHub Actions Workflows

Perficient

Introduction To Pipeline Templates In today’s agile software development landscape, teams rely heavily on robust workflows called “pipelines” to automate tasks and enhance productivity. Its strength lies in a user-friendly approach, leveraging a rich marketplace for prebuilt actions and multiple built-in code security features.

Azure 69
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Optimize Unreal Engine builds with BuildGraph and CircleCI

CircleCI

Translating a BuildGraph script to CircleCI’s dynamic configuration. In the following tutorial, we will demonstrate how you can significantly accelerate the build times for your Unreal Engine games using Unreal Engine’s BuildGraph technology alongside CircleCI’s dynamic configuration and self-hosted runners to execute build steps in parallel.