Modern AI applications are having a dramatic impact on our industry, but there are still certain hurdles when it comes to bringing ML models to production. The process of building ML models is so complex and time-intensive that many data scientists still struggle to turn concepts into production-ready models. Bridging the gap between MLOps and DevSecOps workflows is key to streamlining this process.

With Gartner estimating that over 90% of newly created business software applications will contain ML models or services by 2027, it is evident that the open source ML revolution is well underway. By adopting the right MLOps processes and leveraging the lessons learned from the DevOps revolution, organizations can navigate the open source and proprietary ML landscape with confidence.

MyJFrog is a central management portal for JFrog Platform users and administrators. It provides a single, centralized view to manage and monitor users, subscriptions, resources, and usage. This gives you the control, visibility, and predictability you need to make informed decisions about your environment. MyJFrog Portal If you have multiple JFrog Cloud subscriptions, MyJFrog lets you access and manage them all in one place. Here are just a few of the benefits of MyJFrog.

At swampUP 2023, JFrog’s annual user conference, Gerard McMahon, Head of Application Lifecycle Management (ALM) Tools and Platforms at Fidelity Investments, shared Fidelity’s cloud migration story and how it supports the overall company philosophy. He explored the company’s focus on ensuring employee satisfaction while delivering great software and value to customers.

The beauty of deploying SaaS-based applications is that you don’t have to worry about building the infrastructure, hiring engineers to maintain it, staying on top of upgrades or worry about application security. Indeed, these are some of the main benefits you get by using a SaaS offering. However, the world of software is full of trade-offs, so, what do you lose out on?

Freedom of choice can make choosing harder. Since a JFrog cloud (SaaS) account provides the same functionality as a self-hosted JFrog Software Supply Chain Platform how will you decide which is right for you? Choice without tradeoffs is one of the key ways JFrog enables you to be cloud-nimble, and run the mission-critical heart of your DevSecOps process wherever you need it to be — in any cloud, public or private, as SaaS, BYOL, or on-prem. So how will you decide?

To recap from our first blog post, JFrog Workers is a service in the JFrog Platform that provides a serverless execution environment, similar to AWS Lambda services. The Workers Service is similar to the user plugins available in JFrog self-hosted, and can be used to perform tasks that extend the capabilities of the JFrog Platform according to your requirements.

If you’re building apps to run on Kubernetes, chances are you’re using Helm. If you fall into that category, we have good news for you: Helm users will now benefit from JFrog Artifactory’s support of Helm OCI registries in JFrog Artifactory.