continuous detection, shadow ai, mcp server, coding agents, jfrog xray, ai supply chain, asset classification, devsecops

Trusted AI Adoption (Part 2): Detection

It’s Monday morning. Your coding agents ran all weekend. Your security dashboard shows the exact same numbers it did Friday afternoon. Same models, the same approved Model Context Protocol (MCP) servers, the same AI assets you are familiar with. Reassuring. Then, suddenly, you get a notification: a production deploy failed an audit. The build references …

AI Model Governance with SageMaker and JFrog - Blog_Thumbnail (1)

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

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 …