IWD Webinar Recap Blog_Thumbnail

Recap: Women in DevSecOps Fireside Chat — Leveraging AI in Software Delivery

In celebration of International Women’s Month and the 2026 theme #GiveToGain, JFrog hosted a virtual fireside chat on March 19, 2026: Women in DevSecOps: Leveraging AI in the Software Delivery Lifecycle. Moderated by Shubha Gururaja Rao, Director of Solution Engineering at JFrog, the panel brought together two trailblazing technical leaders — Christine Tran, Head of …

AzureML Integration

AzureML and JFrog: Securing the Model Lifecycle

Azure Machine Learning (AzureML) is a powerhouse for model experimentation and high-scale compute. However, for most organizations, the challenge isn’t building models; it’s the complex journey from a notebook to a secure, governed, and production-ready application. When models and dependencies reside in unmanaged silos, you lose the traceability required for production. This fragmentation creates Shadow …

AI Models Won’t Pick Sides in the Security War. Governance and Policy Will.

Two significant software supply chain cybersecurity attacks, seven days apart, with one hundred and eighty million weekly downloads between them. The chaos from development teams to the boardroom is real. And the pace is only going to get faster. Much, much faster… On March 24, the LiteLLM Python package, the proxy through which millions of …

JFrog Code Snippet Security

Survive the AI Code Blizzard: Introducing Snippet Detection

In 2026, software development speed is an AI-solved problem. Yet, as AI-generated code volumes surge, organizations face a new kind of risk visibility gap. Developers are increasingly copying third-party snippets into their codebases—from both AI prompts and open-source software components—creating large security and compliance blind spots that lead to significant risks. While proven software composition …

Webinar Recap: The Context Engine – Why Consolidation is the Natural Future of AppSec

As the software development lifecycle continues to evolve, the rise of AI is introducing both unprecedented productivity and unprecedented risk. In a recent webinar hosted by JFrog, Jens Eckels sat down with Forrester Senior Analyst Janet Worthington to discuss the state of application security (AppSec), the explosive growth of agentic software development, and why consolidating …

Trusted AI Adoption (Part 1): Consolidation

Trusted AI Adoption (Part 1): Consolidation

Imagine your lead Software Engineer walks into your office and says, “Good news! I just deployed that critical update to production. I wrote the code on my personal laptop, didn’t run it through CI/CD, skipped the security scan, and just copied the files directly to the server with a USB drive.” You would fire them. …

From Prompt to Production: The New AI Software Supply Chain Security

Listen to a NotebookLM podcast version of the blog:   When Anthropic announced Claude Code’s new security scanning capabilities, following the announcement of OpenAI’s Aardvark, it marked an important moment for the industry. For the first time, expert-level security review is becoming embedded directly into the act of writing code. Subtle, context-dependent vulnerabilities can now …

The AI Blind Spot Debt: The Hidden Cost Killing Your Innovation Strategy

In today’s AI rush, I’ve seen even the most disciplined organizations find it almost impossible to apply the hard-won lessons of DevOps and DevSecOps onto AI adoption. These organizations often feel forced to choose between moving fast and staying in control. As a result, they develop a “wait and see” approach to AI usage and …

TEI study

The 282% ROI of Unified Security

We’re excited to share the findings of our commissioned Forrester Consulting Total Economic Impact™ (TEI) study, published in January 2026. This study examines the return on investment (ROI) that organizations realized by deploying a unified platform for managing and securing the software supply chain. Today, software supply chains are facing unprecedented pressure from surging open-source …