1. [Home](https://www.g2.com/) 2. ... 3. [DevOps Platforms](https://www.g2.com/categories/devops-platforms) 4. [JFrog Discussions](https://www.g2.com/products/jfrog-2024-03-28/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_5cf4ee793f73c672ce8aa94bc061fa90/jfrog-2024-03-28.png "Product Avatar Image") ![Reward for good JFrog reviews](https://images.g2crowd.com/uploads/report_medal_translation/image/35775/medal.svg "Reward for good JFrog reviews") ](/products/jfrog-2024-03-28/reviews) [ JFrog ](/products/jfrog-2024-03-28/reviews) (143)4.2/5 JFrog Ltd. (Nasdaq: FROG), the creators of the unified DevOps, DevSecOps, DevGovOps and MLOps platform, is on a mission to create a world of software delivered without friction from development to production. Driven by a “Liquid Software” vision to keep software continuously flowing, secure, and always up to date, the JFrog Platform serves as the definitive software supply chain system of record. It is uniquely engineered to power organizations as they build, manage, and distribute trusted software with unprecedented speed, security, and scale across hybrid and multi-cloud environments. As software engineering evolves in the AI era, JFrog’s newest offerings address the industry's most pressing trend: the rise of agentic software development and the hidden security risks of "Shadow AI." In response to threat actors increasingly targeting developer workflows including a massive surge in malicious open-source AI models and infected packages; JFrog has expanded its platform capabilities to deliver absolute end-to-end visibility and automated compliance. Key new innovations include the JFrog AI Catalog, which enables organizations to centralize, govern, and control the lifecycle of AI models approved for enterprise use. To secure autonomous coding environments, JFrog introduced the Universal MCP Registry and the Agent Skills Registry (developed alongside NVIDIA). These new solutions establish the industry’s first enterprise-grade trust layer to safely manage and store AI agent skills, monitor connections, and instantly block unsafe developer tools or malicious coding extensions right where developers work. Furthermore, the integration of advanced DevGovOps and Runtime Security tools allows teams to replace slow, manual compliance audits with continuous, background policy enforcement. By shifting security left directly into the binary pipeline, JFrog ensures that the volume of AI-assisted code does not outpace an organization's ability to verify its safety. Today, millions of users and approximately 6,600 organizations worldwide, including a majority of the Fortune 100, depend on the universal JFrog Platform to eliminate point-solution fatigue, bridge the governance gap, and securely embrace digital transformation. Learn more at www.jfrog.com or follow us on X @JFrog. Show More * * * ### 26 Discussions ### 22 Participants ### 46.0 Nps Score Already have JFrog? ### All JFrog Discussions Search Most CommentedMost HelpfulPinned by G2Newest All DiscussionsDiscussions with CommentsPinned by G2Discussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Pinned by G2 Newest Filter by All Discussions Discussions with Comments Pinned by G2 Discussions without Comments ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • over 1 year ago More Options - [ # What are the benefits and challenges of using JFrog for managing your software supply chain? ](/discussions/what-are-the-benefits-and-challenges-of-using-jfrog-for-managing-your-software-supply-chain) What are the benefits and challenges of using JFrog for managing your software supply chain? [ DevOps Platforms ](https://www.g2.com/tags/devops-platforms)[ Software Composition Analysis Tools ](https://www.g2.com/tags/software-composition-analysis-tools)[ Repository Management Software ](https://www.g2.com/tags/repository-management-software)[ MLOps Platforms ](https://www.g2.com/tags/mlops-platforms) [ Cloud Infrastructure Automation Software ](https://www.g2.com/tags/cloud-infrastructure-automation-software)[ Static Application Security Testing (SAST) Software ](https://www.g2.com/tags/static-application-security-testing-sast-software)[ Application Release Orchestration (ARO) Tools ](https://www.g2.com/tags/application-release-orchestration-aro-tools)[ Container Registry Software ](https://www.g2.com/tags/container-registry-software)[ Version Control Hosting Software ](https://www.g2.com/tags/version-control-hosting-software)[ Continuous Delivery Tools ](https://www.g2.com/tags/continuous-delivery-tools)[ Continuous Integration Tools ](https://www.g2.com/tags/continuous-integration-tools)[ Software Bill of Materials (SBOM) Software ](https://www.g2.com/tags/software-bill-of-materials-sbom-software) Show More * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+JFrog+questions+and+get+answers+from+expert+users+in+our+JFrog+Discussions+section.&title=JFrog+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=JFrog+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=JFrog+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss%0aAsk+JFrog+questions+and+get+answers+from+expert+users+in+our+JFrog+Discussions+section.) 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[ DevOps Platforms ](https://www.g2.com/tags/devops-platforms)[ Continuous Delivery Software ](https://www.g2.com/tags/continuous-delivery-software)[ Version Control Hosting Software ](https://www.g2.com/tags/version-control-hosting-software)[ Continuous Integration Tools ](https://www.g2.com/tags/continuous-integration-tools) [ Cloud Infrastructure Automation Software ](https://www.g2.com/tags/cloud-infrastructure-automation-software)[ Container Registry Software ](https://www.g2.com/tags/container-registry-software)[ Repository Management Software ](https://www.g2.com/tags/repository-management-software)[ Software Composition Analysis Tools ](https://www.g2.com/tags/software-composition-analysis-tools) Show More * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+JFrog+questions+and+get+answers+from+expert+users+in+our+JFrog+Discussions+section.&title=JFrog+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=JFrog+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=JFrog+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss%0aAsk+JFrog+questions+and+get+answers+from+expert+users+in+our+JFrog+Discussions+section.) 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[ DevOps Platforms ](https://www.g2.com/tags/devops-platforms)[ Continuous Delivery Software ](https://www.g2.com/tags/continuous-delivery-software)[ Version Control Hosting Software ](https://www.g2.com/tags/version-control-hosting-software)[ Continuous Integration Tools ](https://www.g2.com/tags/continuous-integration-tools) [ Cloud Infrastructure Automation Software ](https://www.g2.com/tags/cloud-infrastructure-automation-software)[ Container Registry Software ](https://www.g2.com/tags/container-registry-software)[ Repository Management Software ](https://www.g2.com/tags/repository-management-software)[ Software Composition Analysis Tools ](https://www.g2.com/tags/software-composition-analysis-tools) Show More * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+JFrog+questions+and+get+answers+from+expert+users+in+our+JFrog+Discussions+section.&title=JFrog+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=JFrog+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=JFrog+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss%0aAsk+JFrog+questions+and+get+answers+from+expert+users+in+our+JFrog+Discussions+section.) 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[ DevOps Platforms ](https://www.g2.com/tags/devops-platforms)[ Continuous Delivery Software ](https://www.g2.com/tags/continuous-delivery-software)[ Version Control Hosting Software ](https://www.g2.com/tags/version-control-hosting-software)[ Continuous Integration Tools ](https://www.g2.com/tags/continuous-integration-tools) [ Cloud Infrastructure Automation Software ](https://www.g2.com/tags/cloud-infrastructure-automation-software)[ Container Registry Software ](https://www.g2.com/tags/container-registry-software)[ Repository Management Software ](https://www.g2.com/tags/repository-management-software)[ Software Composition Analysis Tools ](https://www.g2.com/tags/software-composition-analysis-tools) Show More * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+JFrog+questions+and+get+answers+from+expert+users+in+our+JFrog+Discussions+section.&title=JFrog+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=JFrog+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=JFrog+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fjfrog-2024-03-28%2Fdiscuss%0aAsk+JFrog+questions+and+get+answers+from+expert+users+in+our+JFrog+Discussions+section.) 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