Achinoam Katsoff-Sitton
JFrog Product Marketing Manager, DevOpsAchinoam is a seasoned Product Marketing Manager focused on JFrog’s DevOps solutions. With a background that spans corporate media and deep tech companies, she has a strong interest in the intersection of code and culture, user behavior, and digital experiences. When she’s not working to translate technology into compelling narratives, you can find her reading about world affairs and global news.
The Latest From Achinoam Katsoff-Sitton
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AzureML and JFrog: Securing the Model Lifecycle
| 6 min readAzure 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…
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Beyond Mirroring: 5 Reasons Your DevOps Strategy Depends on Repository Federation
| 5 min readFor today’s leading enterprise computing environments, the concept of "centralized headquarters" is a relic. Today, R&D happens on different continents, spanning cloud, on-prem and hybrid environments, while stretching across multiple regulatory jurisdictions. But here is the hard truth: Most global organizations are still managing their binaries using legacy mirroring or "blind" infrastructure-level syncing. They treat…
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Docker Hardened Images are Free: Scale Their Adoption with JFrog
| 4 min readSecuring your Docker containers just got a lot easier. On December 17, Docker announced that their catalog of over 1,000 Docker Hardened Images (DHI)—previously a premium-only feature—is now free and open source. This big change means every developer can now start their Dockerfile with a minimalist, near-zero CVE, SLSA Level 3 compliant foundation. If you’re…
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Stop the Chaos: How to Centralize, Secure, and Control Developer Extensions
| 4 min readPicture this: A new developer joins your team, excited to start contributing. On day one, they spend hours installing and configuring their IDE, searching for the "right" extensions. Their setup ends up being completely different from everyone else's. Sound familiar? Worse yet, what if that "productivity-boosting" extension or new MCP server they just installed also…
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