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Under the Hood: Engineering JFrog Premium Availability

April 22, 2026 Michael Tulp, JFrog Senior Technical Program Manager, Production

7 min read

In the modern software factory, 99.9% uptime is no longer the gold standard. A standard 99.9% SLA translates to approximately 43 minutes of unexpected downtime per month. While industry data shows that a single minute of downtime costs an average of $9,000, for large global enterprises, that figure can easily be 5x higher. At tens…

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Building a Governed AI Model Supply Chain: Integrating AWS SageMaker and the JFrog Platform

Building a Governed AI Model Supply Chain: Integrating AWS SageMaker and the JFrog Platform

April 22, 2026 Grig Duta, JFrog Solution Engineer Rami Pinku, Senior Product Manager, JFrog ML | 9 min read

Amazon SageMaker accelerates the process of training and deploying machine learning models. However, as AI adoption scales from individual experiments to enterprise-wide production, the focus of leading Fortune 500 software development operations and security teams must shift from pure velocity to governance. The question is no longer just "Can we ship this model?" but "How…
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You Can’t Trust What You Can’t Trace

You Can’t Trust What You Can’t Trace

April 15, 2026 Rami Pinku, Senior Product Manager, JFrog ML | 8 min read

Picture this: Your security team finishes an AI vendor evaluation. The offering looks ironclad, with content filtering, output guardrails, and a stellar red-teaming report. Everyone leaves the meeting satisfied, and another governance box is checked. Six months later, a production incident hits. An AI agent, powered by a model your team "vetted," starts executing unauthorized…
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Recap: Women in DevSecOps Fireside Chat — Leveraging AI in Software Delivery

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

April 9, 2026 The JFrog Team | 4 min read

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…
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Navigating DORA Compliance: Software Development Requirements for Financial Services Companies

Navigating DORA Compliance: Software Development Requirements for Financial Services Companies

April 6, 2026 Paul Garden, JFrog Partner and Industry Solutions Danny Parizada, JFrog Senior Solution Engineer | 13 min read

Note: This blog was originally published in July 2024 and updated on an annual basis. It was most recently updated in April 2026. Regulatory compliance is a common and critical part of today's rapidly evolving financial services landscape. One new regulation that EU financial institutions must adhere to is the Digital Operational Resilience Act (DORA),…
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AI Models Won’t Pick Sides in the Security War. Governance and Policy Will.

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

April 3, 2026 Shlomi Ben Haim, CEO & Co-founder, JFrog | 7 min read

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…
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Governance That Ships: Embedding Policy as Code Into Your System of Record

Governance That Ships: Embedding Policy as Code Into Your System of Record

April 3, 2026 Paul Davis, Field CISO Roy Goldenberg, JFrog Product Marketing Manager | 6 min read

Proving compliance is a necessity, but in a world of tightening regulations, the path to compliance is currently paved with spreadsheets, screenshots, and manual attestations. We call this the "Audit Tax", the millions of dollars and thousands of people hours spent not just integrating security, but on proving you are handling security. With the advent…
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Stop Policies From Breaking Your Builds

Stop Policies From Breaking Your Builds

March 25, 2026 Jacqueline Basil, JFrog Product Marketing Manager, Security Manish Mehra, JFrog Product Manager | 4 min read

Security policies exist to protect your software supply chain. So why do they keep breaking your builds? This is the unspoken frustration inside most DevOps and security teams today. Supply chain attacks drove 30% of external breaches in 2025 . So your security team did the right thing. They added policies to flag packages that…
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9 New Innovations. One Trust Layer.

9 New Innovations. One Trust Layer.

March 18, 2026 The JFrog Team | 11 min read

The software supply chain is no longer just about shipping code, it is about managing intelligence and risk. As DevOps, DevSecOps, DevGovOps and AI/ML practices converge into a single AI-driven and increasingly agentic delivery pipeline, the demands on development and security teams have reached a new level. The platform that once managed packages and artifacts…
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Survive the AI Code Blizzard: Introducing Snippet Detection

Survive the AI Code Blizzard: Introducing Snippet Detection

March 18, 2026 Dafna Zahger Bernanka, JFrog Director of Product Marketing, Security | 4 min read

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…
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