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?