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The latest News and Information on Continuous Integration and Development, and related technologies.

CD for machine learning: Deploy, monitor, retrain

While there are an increasing number of off-the-shelf machine learning (ML) solutions that promise to adapt to your specific requirements, organizations that are serious about investing in ML for the long term are building their own workflows tailored exactly to their data and the outcomes they expect. To make full use of this investment, ML models must be kept up to date and working from the freshest available data.

Finish code reviews faster with improved comment navigation

Whether you're the author of a pull request or a code reviewer, it's important to focus on what matters, while making sure you don't miss any important feedback from your teammates. This is especially true when you're making a return visit to a pull request, and you want to pay the most attention to any sections of the PR with unresolved comment threads.

Continuous Observability: Shedding Light on CI/CD Pipelines

DevOps is not just about operating software in production, but also releasing that software to production. Well-functioning continuous integration/continuous delivery (CI/CD) pipelines are critical for the business, and this calls for quality observability to ensure that Lead Time for Changes is kept short and that broken and flaky pipelines are quickly identified and remediated.

How to validate Your #circleci config | #SupportShorts

Welcome to our new #SupportShorts video series featuring our Support Engineering Team answering some of your most frequently asked CircleCI questions, tackling common customer issues, as well as sharing their favorite tips and tricks. In today's video, Ervin shows how to validate your config using the CircleCI CLI.

Where does Jackpocket take DORA metrics from here?

Where does Jackpocket take DORA metrics from here? Find out how Sleuth filled a software development hole to help Jacpocket put what they learned from the "Accelerate" book into practice. Give Sleuth a try and see how we empower software teams to build faster by making engineering efficiency easy to improve and measurable — in a way that both managers and developers love.