swampUP 2024, the annual JFrog DevOps Conference, was unique in it’s addressing not only more familiar DevOps and DevSecOps issues, but adding specific operational challenges, stemming from the explosive growth of GenAI and the resulting need for specialized capabilities for handling AI models and datasets, while supporting new personae such as AI/ML engineers, data scientists and MLOps professionals.

When selecting a cloud migration partner, it’s essential to evaluate their capabilities, experience, and alignment with your business needs. Here’s a guide on what to look for.

Feature stores are rapidly growing in popularity as organizations look to improve their machine learning productivity and operations (MLOps). With the advancements in MLOps, feature stores are becoming an essential component of the machine learning infrastructure, helping organizations to improve the performance and ability to explain their models, and accelerate the integration of new models into the production.

Software development requires a comfortable setup to be successful. If a key on your keyboard isn't working, it feels like nothing is working. Your chair, lights, monitor – they all come together to help you be productive. But what's on the screen matters too. If you're looking to improve your focus, reduce eye strain and lift your overall code review experience, Bitbucket Cloud now offers a dark theme option, a long-awaited feature among our most passionate users.

With the increasing adoption of Kubernetes in recent years, there are various means and tools for achieving continuous delivery to Kubernetes. While it is possible to create a consistent CI/CD pipeline up to deploying to Kubernetes using CI/CD tools like CircleCI, there has been a rise in cases combining dedicated CD tools like FluxCD and ArgoCD to achieve this as well. A common aspect among these CD-dedicated tools is their adoption of GitOps.

One of Argo CD’s standout features is its powerful user interface (UI) that shows the live status of all applications and the respective Kubernetes resources. Both developers and operators can quickly understand the status of their deployments by looking at the UI and drilling down into all the different views of Argo CD applications. Some teams even use the Argo CD UI as a generic Kubernetes dashboard and management interface (especially after the addition of the web-based terminal feature).

Shadow IT is defined as the use of IT-related hardware or software by an individual without the knowledge of the IT admin. For example, if a user creates a new Bitbucket Cloud workspace within your organization without the knowledge of the organization admin, it can lead to potentially sensitive data being exposed.

Welcome to our quick start guide, designed to help you get the most from Codefresh. Whether you want to use the CI portion to build and test your applications or explore the GitOps feature powered by Argo CD, this is the place to start. We’ll walk you through setting up runtimes for non-production and testing purposes and provide sample code to ensure you have everything you need to get started. You can use the code provided as a model if you need to deploy in a production manner.

Package promotion workflows are a great way to isolate and protect production repositories away from public upstreams, so they only receive clear and vetted packages.

Argo CD is the most popular GitOps tool for deploying applications to Kubernetes clusters. Many teams that move their applications to Kubernetes choose Argo CD for its powerful sync engine and intuitive dashboard. Argo CD is also fully open source, which means teams can freely install it on their private clouds, behind-the-firewall data centers, or even in air-gapped environments without any licensing restrictions.