ODSC Webinar: Git Based CI/CD for ML

In this session, Yaron Haviv, Iguazio's Co-Founder and CTO, discussed how to enable continuous delivery of machine learning to production using Git-based ML pipelines (Github Actions) with hosted training and model serving environments. He touched upon how to leverage Git to solve rigorous MLOps needs: automating workflows, reviewing models, storing versioned models as artifacts, and running CI/CD for ML. He also covered how to enable controlled collaboration across ML teams using Git review processes and how to implement an MLOps solution based on available open-source tools and hosted ML platforms. The session includes a live demo.

Introducing Thundra Sidekick GitLab Integration

We developed Sidekick with a purpose in mind that you could debug your beloved applications in their natural habitat - live in production. We're now introducing GitLab support. Previously we were only working with GitHub but since we are constantly improving our product, we added GitLab as one of our source providers.

Conform and monitor...with humanity

Here at Ably we consider software development to be in our DNA. We write and maintain a lot of code, much of it open-source, with full public visibility, and we host and manage it using the GitHub platform. The code is segmented into numerous discrete repositories, each with a specific scope and purpose. We've been using GitHub heavily since Ably was founded in 2016, so we have plenty of history, and we're committed to the platform.

What is Git Checkout Remote Branch? How It Works, When to Use It, Examples, Tutorials & More

Git is one of the most useful tools for developers and development teams. And Git checkout remote branch makes it easier to collaborate and review. Let’s learn about it today. As developers, we work with Git often. In fact, at Stackify by Netreo, we have a Git page where you can see quite a few repositories. Like many developers and groups, we migrated our version control to a Git-based system a few years back. So working with Git is a big part of our ongoing work.

Top 5 Badges That Will Show Your GitHub Repository is Well Tested & Trusted

Using badges in your Github repositories is a great visual way to attract people. Some badges are meaningful and productive to make use of, they boost the readability of your readme files. Visitors of your repositories can capture the “important metrics that you decide” instantly. To help you decide about the important metrics, I gathered the top five badges to support your GitHub repositories’ trustworthiness with regards to being well tested and trusted.

Integrate Performance Tests Into CI/CD Using Github Actions

We have already wrote previously about how you can automate your testing routines without using the graphical interface but by using Loadero API instead. In this blog post we will show how you can integrate performance and load tests into your CI/CD workflows with the help of Github Actions. Github Actions allow you to automate and execute your development workflows directly from your repository which makes the integration very simple.

How to Set Up a CI Pipeline in GitHub Actions

CI/CD has become an integral part of any software development workflow. It is hard to imagine a world of software without CI/CD as it is indisputably the backbone of DevOps. From affecting lead times and deployment frequencies to changing failure rates and MTTR, a solid CI/CD can mean success or great failure for any development team.