What is Continuous Delivery (CD)?
Continuous delivery (CD) is a software development methodology that emphasizes automated testing, frequent code integration, and rapid deployment to reduce development cycle times.
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What's next for CI/CD? Analyst predictions
In today’s episode, Rob is joined by CircleCI’s own Aisling Conroy. Aisling, a key player in CircleCI’s product marketing and competitive intelligence, provides a window into the thoughts of analysts in the ever-evolving CI/CD space. Their discussion explores how the power of diverse perspectives in problem-solving can yield many different types of product offerings.
Using OpenID Connect (OIDC) for Azure access
CircleCI jobs can use OpenID Connect (OIDC) identity tokens to securely access cloud providers without having to store a static credential in CircleCI. This article describes how to access Azure resources using OpenID Connect (OIDC).
Model Deployment with CircleCI & Amazon SageMaker
The Amazon SageMaker Orb is now available! We are excited to share a new orb enabling users to streamline the deployment of machine learning models to Amazon SageMaker. The audio narration of this video was generated by an AI model.
Using Amazon SageMaker orb to orchestrate model deployment across environments
This tutorial guides you on how to use the Amazon SageMaker Orb to orchestrate model deployment to endpoints across different environments. It also shows how to use the CircleCI platform to monitor and manage promotions and rollbacks. It will use an example project repository to walk you through every step, from training a new model package version to deploying your model across multiple environments.
AI and the evolution of learning: Insights from Coding with Lewis
In this episode, Rob sits down with Lewis Menelaws from Coding with Lewis, a prominent social media influencer and content creator specializing in entertaining and empowering software developers. Together, they explore the evolving landscape of learning the craft, drawing comparisons between the present day and the learning experiences of 25 years ago.
Deploy a containerized .NET Core app to Azure Kubernetes Service (AKS)
Microsoft Azure provides an all-encompassing service that allows you to host Docker containers on the Azure Container Registry (ACR), deploy to a production-ready Kubernetes cluster via the Azure Kubernetes Service (AKS), and more. Using CircleCI, you can automatically deploy updates to your application, providing a safer and more efficient CI/CD process for managing your software. This article shows you how to automate deployments for a.Net application to Azure Kubernetes.
ML for software engineers ft. Gideon Mendels of Comet ML
In this episode, Rob explores the fascinating crossroads of machine learning and software engineering with Gideon Mendels, the co-founder and CEO of Comet ML. Gideon navigates the often ambiguous world of training ML models, focusing on building a common language between software engineers and data science teams. Gain valuable insights into fostering mutual understanding between these two disciplines and aligning the possibilities of ML with organizational needs in this thought-provoking episode.
Optimize your MLOps pipelines with inbound webhooks
In a traditional DevOps implementation, you automate the build, test, release, and deploy process by setting up a CI/CD workflow that runs whenever a change is committed to a code repository. This approach is also useful in MLOps: If you make changes to your machine learning logic in your code, it can trigger your workflow. But what about changes that happen outside of your code repository?