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The Need for Clean in the AI Era

February 19, 2026 Sean Pratt, Senior Manager, JFrog

4 min read

In the AI era, software and new models are being born at a breakneck pace—but they’re also bringing a lot of "baggage" into the world. While AI coding agents are busy accelerating innovation, they’re also excellent at generating a massive byproduct: “digital dust.” Between obsolete releases, orphaned dependencies, and massive model versions, your repository may…

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Vulnerability or Not a Vulnerability?

Vulnerability or Not a Vulnerability?

February 16, 2026 Jonathan Sar Shalom, JFrog Director of Threat Research | 5 min read

Disputed CVEs: It’s Not a Bug, It’s a Debate Every CVE starts as a vulnerability claim, but not every claim ends in agreement. Between researchers racing to disclose vulnerabilities, and open-source maintainers guarding the stability and reputation of their projects, a gray zone appears where “vulnerability” becomes a matter of debate. This is the story…
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Giving OpenClaw The Keys to Your Kingdom? Read This First

Giving OpenClaw The Keys to Your Kingdom? Read This First

February 2, 2026 Natan Nehorai, JFrog Application Security Researcher Ofri Ouzan, JFrog Security Researcher | 9 min read

In security, we never assume perfection. We assume zero-trust, and we design controls to limit the blast radius. That mindset is missing from many OpenClaw deployments today. It is almost impossible not to hear about the new personal AI assistant, OpenClaw (formerly known as ClawdBot and MoltBot). Since its release in November 2025, it has…
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Breaking AppSec Myths – Obfuscated Packages

Breaking AppSec Myths – Obfuscated Packages

February 4, 2026 Guy Korolevski, JFrog Security Researcher Ofri Ouzan, JFrog Security Researcher | 15 min read

As part of the JFrog Security Research team’s ongoing work, we continuously monitor newly published packages across multiple ecosystems for malicious activity. This effort serves the broader open source community through public research disclosures, and it directly impacts the detection capabilities behind JFrog Xray and JFrog Curation. Our scanning pipeline uses a broad set of…
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The AI Blind Spot Debt: The Hidden Cost Killing Your Innovation Strategy

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

February 3, 2026 Ohad Shalev, JFrog Product Marketing Manager, AI/ML | 6 min read

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…
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The 282% ROI of Unified Security

The 282% ROI of Unified Security

January 21, 2026 David Eisenstadt, JFrog Senior Business Value Consultant | 5 min read

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…
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Dissecting and Exploiting CVE-2025-62507: Remote Code Execution in Redis

Dissecting and Exploiting CVE-2025-62507: Remote Code Execution in Redis

January 14, 2026 Ori Hollander, JFrog Security Researcher Ofri Ouzan, JFrog Security Researcher | 16 min read

A recent stack buffer overflow vulnerability in Redis, assigned CVE-2025-62507, was fixed in version 8.3.2. The issue was published with a high severity rating and assigned a CVSS v3 score of 8.8. According to the official advisory, “a user can run the XACKDEL command with multiple IDs and trigger a stack buffer overflow, which may…
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Beyond the Hype: Building a Future-Proof Foundation for the AI-Native Enterprise

Beyond the Hype: Building a Future-Proof Foundation for the AI-Native Enterprise

January 7, 2026 Yuval Fernbach, JFrog VP and CTO MLOps | 6 min read

We are witnessing a fundamental transformation in how software is built. The industry has moved beyond the experimental phase of Machine Learning Operations and entered a complex new reality: the era of the AI Software Supply Chain. The adoption metrics confirm this shift is irreversible. Google reports that 90% of tech workers are now using…
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JFrog Achieves AWS Security Competency

JFrog Achieves AWS Security Competency

January 14, 2026 Harel Avissar, JFrog Senior Director of Product Arun Prakash P, JFrog Cloud Operations Architect | 7 min read

At JFrog, our mission has long been to power the future of software, and we believe that future is undeniably cloud-native. This is why we’ve architected our platform as a container-first, Kubernetes-native SaaS—built for performance at scale on the world's leading cloud infrastructure. Our deep commitment to cloud excellence has reached a major milestone in…
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2026: Trust Is the Currency, Platforms Are the Standard, and Vendors Must Justify Their Seat at the Table

2026: Trust Is the Currency, Platforms Are the Standard, and Vendors Must Justify Their Seat at the Table

January 1, 2026 Shlomi Ben Haim, CEO & Co-founder | 11 min read

Listen to a NotebookLM podcast version of the blog: Your browser does not support the audio element. First things first Those who know me know that I don’t publish predictions just because the calendar flips, and for a few years, I’ve avoided posting blogs, forecasts, and year-end summaries. But 2025 was different. Not because of…
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JFrog vs Checkmarx: An AppSec Solution Comparison

JFrog vs Checkmarx: An AppSec Solution Comparison

December 31, 2025 The JFrog Product Marketing Team | 5 min read

Application Security (AppSec) can’t stop at source code. Today’s software is assembled, not written, from open-source packages, containers, binaries, and increasingly - AI models. While traditional AppSec tools like Checkmarx focus primarily on source code scanning, that approach leaves critical security and compliance gaps across the software supply chain. JFrog takes AppSec to the next…
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