Breaking Silos: Unifying DevOps and MLOps into a Cohesive Software Supply Chain โ€“ Part 3

The synergy between DevOps and MLOps is more crucial now than ever. However, merging these two paradigms into a coherent software supply chain poses a unique set of challenges that can leave teams feeling overwhelmed. From the complexities of managing model dependencies to adapting conventional CI/CD tools for advanced machine learning (ML) workflows, the path โ€ฆ

Breaking Silos: Unifying DevOps and MLOps into a Cohesive Software Supply Chain โ€“ Part 2

In this blog series, we will explore the importance of merging DevOps best practices with MLOps to bridge this gap, enhance an enterpriseโ€™s competitive edge, and improve decision-making through data-driven insights. Part one discussed the challenges of separate DevOps and MLOps pipelines and outlined a case for integration. In this second of three blogs, weโ€™ll โ€ฆ

Breaking Silos: Unifying DevOps and MLOps into a Cohesive Software Supply Chain โ€“ Part 1

As businesses realized the potential of artificial intelligence (AI), the race began to incorporate machine learning operations (MLOps) into their commercial strategies. But the integration of machine learning (ML) into the real world proved challenging, and the vast gap between development and deployment was made clear. In fact, research from Gartner tells us 85% of โ€ฆ

swampUP Recap: โ€œEveryOpsโ€ is Trending as a Software Development Requirement

swampUP 2024, the annual JFrog DevOps Conference, was unique in itโ€™s addressing not only more familiar DevOps and DevSecOps issues, but adding specific operational challenges, stemming from the explosive growth of GenAI and the resulting need for specialized capabilities for handling AI models and datasets, while supporting new personae such as AI/ML engineers, data scientists โ€ฆ

Proudly Announcing JFrogโ€™s Full Conformance to OCI v1.1

JFrog has long supported standards widely used by developers, including OCI container images. We started with our OCI-compliant Docker registry, then followed up with dedicated JFrog Artifactory OCI repositories. In our continued commitment to developer freedom of choice, weโ€™re excited to take another leap forward. JFrog is now fully conformant to OCI v1.1. Source: OCI โ€ฆ

Trusted Software Delivered!

At swampUP 2024 in Austin just a few days ago, we explored the EveryOps Matters approach with the crowd of developers, driven by a consolidated view from their companiesโ€™ boardrooms and 2024 CIO surveys. The message was clear: โ€œEveryOpsโ€ isnโ€™t just a strategy or tech trend โ€”  itโ€™s a fundamental, ongoing mindset shift that must โ€ฆ

Expanding Artifactoryโ€™s Hugging Face Support with Datasets

When working with ML models, itโ€™s fair to say that a model is only as good as the data it was trained on. Training and testing models on quality datasets of an appropriate size is essential for model performance. Because of the intricate link between a model and the data it was trained on, itโ€™s โ€ฆ

Embracing Complexity in DevOps: Software Supply Chain State of the Union 2024

As we delve deeper into the era of software reliance, the 2024 JFrog Software Supply Chain report emerges as required reading for developers and DevOps professionals who are at the frontline of todayโ€™s technological innovations. DevOps and development themes from the 2024 report The report combines Artifactory data, analysis from the JFrog Security Research team, โ€ฆ

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Removing Friction Between DevOps and Security is Easier than you Think

Removing friction between DevOps and Security teams can only lead to good things. By pulling in the same direction, DevOps can make sure developers continue to work with minimum interruption, while automation and background processes make security more effective and consistent than before. And, security teams have the visibility and understanding of the software development โ€ฆ